{"meta":{"query_hash":"c6a9806b3060","filters":{"venue":"Acta neurochirurgica. Supplementum"},"cohort_total":58,"direct_labels_cover":0,"predictions_cover":58,"exported":58,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c6a9806b3060","api":"https://metacan.xera.ac/api/v1/cohort?venue=Acta+neurochirurgica.+Supplementum"},"results":[{"id":"W100257696","doi":"10.1007/978-3-7091-0923-6_31","title":"Syndrome of Inappropriately Low-Pressure Acute Hydrocephalus (SILPAH)","year":2011,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Ventriculomegaly; Hydrocephalus; Endoscopic third ventriculostomy; Intracranial pressure; Ventriculostomy; Neuroradiology; Surgery; Magnetic resonance imaging; Cerebrospinal fluid; Shunt (medical); Neurology; Radiology; Internal medicine","score_opus":0.02776703602487092,"score_gpt":0.24823826405712338,"score_spread":0.22047122803225244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W100257696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8972318,0.0257005,0.007212495,0.020160634,0.0062749744,0.00022303135,0.0012749188,0.00078972726,0.041131984],"genre_scores_gemma":[0.98579246,0.0046409434,0.001257291,0.0014708439,0.0029074398,0.000056969548,0.00048302466,0.00004698807,0.0033440264],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99964607,0.000049168008,0.00008108715,0.000055392167,0.00007119702,0.000097246695],"domain_scores_gemma":[0.998976,0.00030646974,0.00022380787,0.00007678736,0.00008496021,0.00033207034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019592898,0.0018805292,0.0009299221,0.00221996,0.0008840132,0.0007723119,0.0013282254,0.0030308086,0.0035134028],"category_scores_gemma":[0.0028148806,0.0005093169,0.000832399,0.0009928079,0.0013823365,0.0014079859,0.0012631442,0.0019929155,0.000991864],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080132064,0.000013698473,0.004524309,0.00006609141,0.000022915763,0.98886615,0.000072043484,0.000049521088,0.0009963328,0.000373326,0.0019636692,0.002971777],"study_design_scores_gemma":[0.000026862741,0.000074245276,0.007573578,0.000022419244,0.000017911789,0.9891422,0.000042927106,0.00017776393,0.0006563609,0.00037030494,0.0018817963,0.000013681209],"about_ca_topic_score_codex":0.00127768,"about_ca_topic_score_gemma":0.0011914729,"teacher_disagreement_score":0.0035134028,"about_ca_system_score_codex":0.00056539394,"about_ca_system_score_gemma":0.0006564945,"threshold_uncertainty_score":0.0117534995},"labels":[],"label_agreement":null},{"id":"W101673307","doi":"10.1007/978-3-211-09469-3_39","title":"Vasospasm after aneurysmal subarachnoid hemorrhage: need for further study","year":2009,"lang":"en","type":"review","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Subarachnoid hemorrhage; Vasospasm; Nimodipine; Aneurysm; Ischemia; Anesthesia; Cerebral vasospasm; Glasgow Outcome Scale; Clinical trial; Cardiology; Internal medicine; Surgery; Glasgow Coma Scale","score_opus":0.02999601211440999,"score_gpt":0.31605885357448316,"score_spread":0.28606284146007316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W101673307","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005069204,0.999151,0.000017150704,0.00029624536,0.0002748893,0.0000026975836,0.000014494331,0.0000017532715,0.00019105378],"genre_scores_gemma":[0.00034677982,0.9990933,0.000038678816,0.00015400028,0.00025424178,0.000003497572,0.000019617588,5.22645e-7,0.00008946397],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960834,0.00009580556,0.0001136355,0.000047780384,0.00010614331,0.000028230057],"domain_scores_gemma":[0.99807835,0.0010466924,0.0003557975,0.000052523545,0.00037312444,0.00009359183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001403725,0.00087335816,0.005116163,0.0024410507,0.00035739376,0.001942327,0.0014273239,0.0013172664,0.005592836],"category_scores_gemma":[0.0023941945,0.00033056847,0.0012298275,0.00378194,0.00057470374,0.002222397,0.0006430743,0.0018330434,0.0017643035],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020414419,0.00008812177,0.00050027756,0.06425982,0.00044963922,0.00093788584,0.00008625793,0.00017789105,0.0005461077,0.0014352582,0.07049278,0.8608217],"study_design_scores_gemma":[0.00028870907,0.00030610213,0.007064701,0.051349096,0.0020442368,0.010144042,0.00041641743,0.00024399496,0.00035476487,0.004030548,0.92365736,0.00010004999],"about_ca_topic_score_codex":0.0019962757,"about_ca_topic_score_gemma":0.0038151154,"teacher_disagreement_score":0.005592836,"about_ca_system_score_codex":0.0008686603,"about_ca_system_score_gemma":0.0021335436,"threshold_uncertainty_score":0.018709838},"labels":[],"label_agreement":null},{"id":"W105405810","doi":"10.1007/978-3-211-85578-2_49","title":"Study of perfusion in and around cerebral contusions by means of computed tomography","year":2008,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Penumbra; Cerebral blood flow; Perfusion; Cerebral contusion; Nuclear medicine; Brain Contusion; Head injury; Computed tomography; Tomography; Perfusion scanning; Radiology; Traumatic brain injury; Ischemia; Anesthesia; Surgery; Cardiology","score_opus":0.021980710398245326,"score_gpt":0.2577113587911373,"score_spread":0.23573064839289198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W105405810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98213595,0.007889253,0.0022395863,0.0004840515,0.00016849434,0.00013499359,0.00046091364,0.000043400218,0.0064433264],"genre_scores_gemma":[0.98881555,0.006617335,0.0016774765,0.00015689955,0.00059405837,0.00007318933,0.0003832474,0.000041210995,0.0016409878],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998652,0.000030680323,0.000016707188,0.00002306311,0.000018988954,0.000045368357],"domain_scores_gemma":[0.99944,0.00029585464,0.000056007968,0.00006249386,0.00007247568,0.00007315217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004665811,0.0008211547,0.00053828745,0.0021002865,0.0006146436,0.0006072272,0.0008167381,0.0013311754,0.0034897116],"category_scores_gemma":[0.0016999689,0.00057396037,0.00054856314,0.001008005,0.00083214097,0.00081406947,0.00040799764,0.0009781655,0.00043080054],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.030486185,0.0009775868,0.16833818,0.0012883109,0.0008592016,0.19850378,0.0019635253,0.0012218206,0.49201825,0.001314149,0.0028825756,0.10014652],"study_design_scores_gemma":[0.0008785831,0.006778486,0.6947286,0.00017864416,0.001420736,0.1865976,0.0010240871,0.0046323272,0.09093687,0.0014457975,0.011165171,0.00021311203],"about_ca_topic_score_codex":0.0028360416,"about_ca_topic_score_gemma":0.0012314363,"teacher_disagreement_score":0.0034897116,"about_ca_system_score_codex":0.0003204339,"about_ca_system_score_gemma":0.00037586852,"threshold_uncertainty_score":0.011674225},"labels":[],"label_agreement":null},{"id":"W106569566","doi":"10.1007/978-3-7091-1192-5_2","title":"History and Definition of Delayed Cerebral Ischemia","year":2012,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Ischemia; Cerebral vasospasm; Vasospasm; Cerebral infarction; Neurology; Neurosurgery; Neuroradiology; Cardiology; Anesthesia; Surgery; Subarachnoid hemorrhage; Psychiatry","score_opus":0.026251053877889292,"score_gpt":0.24790231870927465,"score_spread":0.22165126483138536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W106569566","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38247645,0.3627163,0.0066998657,0.035273604,0.014459514,0.00017574117,0.0043679634,0.00013464323,0.19369592],"genre_scores_gemma":[0.7884022,0.16692844,0.003493672,0.0035275596,0.01680542,0.00015886778,0.0035752074,0.000039935072,0.017068706],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996673,0.0000758807,0.000115674906,0.000035663063,0.000045937057,0.00005955683],"domain_scores_gemma":[0.9980957,0.0008351649,0.00048025275,0.00009640506,0.00024449834,0.00024803096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039422294,0.00041127627,0.0005440087,0.0043643354,0.0006902283,0.0009105956,0.00054085616,0.0011791127,0.004150217],"category_scores_gemma":[0.0025009161,0.00022996451,0.00046742047,0.0022131905,0.00093590515,0.0013425101,0.0008384698,0.0014692387,0.00081051013],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011312391,0.0004099826,0.41763073,0.0037542444,0.00022487335,0.14036085,0.0044922656,0.0007444194,0.008937942,0.058349706,0.08750359,0.2764602],"study_design_scores_gemma":[0.000043208784,0.0005306979,0.26934743,0.0022234141,0.00023943068,0.44699162,0.0014191652,0.00064055115,0.0020534068,0.016397538,0.25997916,0.00013436365],"about_ca_topic_score_codex":0.0012408515,"about_ca_topic_score_gemma":0.0013562577,"teacher_disagreement_score":0.0043643354,"about_ca_system_score_codex":0.00051940535,"about_ca_system_score_gemma":0.0006715482,"threshold_uncertainty_score":0.013883829},"labels":[],"label_agreement":null},{"id":"W120529055","doi":"10.1007/978-3-7091-1192-5_44","title":"Pharmacologic Reduction of Angiographic Vasospasm in Experimental Subarachnoid Hemorrhage: Systematic Review","year":2012,"lang":"en","type":"review","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Vasospasm; Subarachnoid hemorrhage; Cerebral vasospasm; Animal model; Animal studies; Anesthesia; Internal medicine","score_opus":0.040296968278996856,"score_gpt":0.3336888655641866,"score_spread":0.2933918972851897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W120529055","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00092677673,0.9985588,0.000036294135,0.00006867058,0.00006698841,0.000056203004,0.00012373667,0.0000037812035,0.0001586648],"genre_scores_gemma":[0.0062673423,0.99323636,0.0001322295,0.00013164467,0.000046461828,0.000051183717,0.000066990455,0.0000010254502,0.000066889654],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9993236,0.00019048328,0.00025858454,0.000062709245,0.00013116153,0.000033466884],"domain_scores_gemma":[0.9965575,0.0022421717,0.00079686876,0.00004984295,0.00029879258,0.000054826043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015412896,0.00084682024,0.0049416935,0.0018256326,0.00028682261,0.00097174133,0.0011200785,0.0010161449,0.0048679435],"category_scores_gemma":[0.006408146,0.00044508983,0.0036278316,0.002571503,0.00033826006,0.0007494307,0.0005267938,0.0006293452,0.00030088876],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001219855,0.00007707629,0.00059535133,0.8513429,0.014717518,0.000117069576,0.00009409944,0.00011430336,0.00036980203,0.00016081583,0.0046519455,0.12653922],"study_design_scores_gemma":[0.0038104039,0.0022687945,0.017294653,0.56886375,0.3324699,0.0012989835,0.00038978423,0.00028859812,0.0010594863,0.000644753,0.07149099,0.00011986309],"about_ca_topic_score_codex":0.003709138,"about_ca_topic_score_gemma":0.010959727,"teacher_disagreement_score":0.0049416935,"about_ca_system_score_codex":0.0008162409,"about_ca_system_score_gemma":0.0020566785,"threshold_uncertainty_score":0.016284883},"labels":[],"label_agreement":null},{"id":"W120784412","doi":"10.1007/978-3-211-98811-4_32","title":"Metabolic Changes in Rat Brain Following Intracerebroventricular Injections of Streptozotocin: A Model of Sporadic Alzheimer’s Disease","year":2009,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Institute for Biodiagnostics","funders":"","keywords":"Streptozotocin; Disease; Medicine; Neuroscience; Internal medicine; Endocrinology; Diabetes mellitus; Psychology","score_opus":0.027387122449789848,"score_gpt":0.3093709881279572,"score_spread":0.28198386567816736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W120784412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99612135,0.0014270865,0.0005434041,0.00011251699,0.00008018781,0.00001931907,0.00061043794,0.000065113745,0.0010205845],"genre_scores_gemma":[0.99312216,0.0020310218,0.0008682986,0.000061893705,0.000027190501,0.000048701633,0.0009361902,0.000020971514,0.002883449],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998938,0.000010120134,0.000007444803,0.000021084688,0.000020070933,0.000047544043],"domain_scores_gemma":[0.9998362,0.000013920541,0.000060878265,0.000014252248,0.000019358838,0.000055383312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016320149,0.0007371307,0.00053967716,0.0008021451,0.0003577307,0.00041969612,0.00036801296,0.0005409265,0.0015613968],"category_scores_gemma":[0.00013361697,0.00033402344,0.00044657625,0.0006688935,0.00058450055,0.00049786485,0.00019555625,0.001289784,0.00031362663],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014764464,0.0006093618,0.0020364323,0.00012479437,0.000095578194,0.0007268869,0.00015369203,0.00014017941,0.97645116,0.00022629344,0.00025683158,0.00441435],"study_design_scores_gemma":[0.0003258822,0.0038903211,0.040954053,0.000014671364,0.00021654363,0.00091672246,0.00032401274,0.0010458952,0.9508356,0.00026210403,0.0011833184,0.000031043728],"about_ca_topic_score_codex":0.0048770863,"about_ca_topic_score_gemma":0.0068745487,"teacher_disagreement_score":0.0048770863,"about_ca_system_score_codex":0.000581249,"about_ca_system_score_gemma":0.0006624559,"threshold_uncertainty_score":0.009697378},"labels":[],"label_agreement":null},{"id":"W129395966","doi":"10.1007/978-3-211-72958-8_1","title":"The potential of electrical stimulation to promote functional recovery after peripheral nerve injury — comparisons between rats and humans","year":2011,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":115,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Glenrose Rehabilitation Hospital Foundation; University of Alberta; Workers' Compensation Board – Alberta","keywords":"Reinnervation; Medicine; Axon; Stimulation; Denervation; Axotomy; Median nerve; Peripheral; Neurotrophic factors; Neuroscience; Glial cell line-derived neurotrophic factor; Nerve injury; Anesthesia; Surgery; Anatomy; Internal medicine; Psychology; Central nervous system","score_opus":0.03266267683054213,"score_gpt":0.2655208690107429,"score_spread":0.23285819218020076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W129395966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918548,0.0046268646,0.0011352029,0.00009526772,0.00009085084,0.00005835591,0.00013677219,0.000026228798,0.0019756448],"genre_scores_gemma":[0.9945574,0.0034338247,0.00066373934,0.000056690427,0.0000769953,0.00005188561,0.00013008536,0.0000060813195,0.0010233197],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998735,0.00004425332,0.000012448532,0.000021521957,0.000018676377,0.000029570241],"domain_scores_gemma":[0.9998266,0.000081719954,0.000024946388,0.000029664658,0.000017985885,0.000019082914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005935347,0.00031523246,0.00037629588,0.00043056204,0.00014251718,0.00031843854,0.00017826314,0.00041479568,0.002734426],"category_scores_gemma":[0.0004034698,0.000118840326,0.00026401525,0.00015086432,0.0006657242,0.00042126395,0.000121708435,0.0002643157,0.00035016457],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.1055531,0.00486592,0.026393179,0.0013336609,0.0005646946,0.0019749338,0.00047135967,0.0012149293,0.5912024,0.0023527273,0.0011339014,0.26293924],"study_design_scores_gemma":[0.0040626884,0.38999954,0.32193992,0.0002612253,0.0013210805,0.007605401,0.0013772448,0.003584893,0.24774367,0.0036336107,0.018330649,0.00014007014],"about_ca_topic_score_codex":0.00048597154,"about_ca_topic_score_gemma":0.00041980157,"teacher_disagreement_score":0.002734426,"about_ca_system_score_codex":0.00013758535,"about_ca_system_score_gemma":0.00019398403,"threshold_uncertainty_score":0.009147584},"labels":[],"label_agreement":null},{"id":"W130307969","doi":"10.1007/978-3-7091-1192-5_7","title":"Randomised Trial of Clazosentan, an Endothelin Receptor Antagonist, in Patients with Aneurysmal Subarachnoid Hemorrhage Undergoing Surgical Clipping (CONSCIOUS-2)","year":2012,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Endothelin receptor antagonist; Subarachnoid hemorrhage; Antagonist; Clipping (morphology); Receptor antagonist; Anesthesia; Endothelin receptor; Interventional radiology; Surgery; Internal medicine; Receptor","score_opus":0.013744544008922908,"score_gpt":0.25583839388502233,"score_spread":0.24209384987609942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W130307969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97984767,0.0058205742,0.0007498625,0.0017449713,0.0041381256,0.0026837504,0.0019421715,0.0001061781,0.0029666182],"genre_scores_gemma":[0.98003906,0.0039241863,0.0011762043,0.0023127594,0.002018202,0.0030442034,0.0021142582,0.000026013333,0.0053451136],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.998909,0.0005549568,0.000102039754,0.00019252303,0.000059294343,0.0001822245],"domain_scores_gemma":[0.9986205,0.00046193,0.00023843221,0.00015291273,0.000091064954,0.00043510462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014960314,0.0017931738,0.0043762447,0.00042345806,0.0005808641,0.0016196611,0.0010917016,0.0029331008,0.00981343],"category_scores_gemma":[0.0029394552,0.0011889735,0.0028968567,0.0005200804,0.0012260567,0.0012863146,0.0006089006,0.0034118013,0.0014543051],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.996067,0.0005736863,0.00022823649,0.00015199653,0.00055368006,0.000023987815,0.000011740178,0.000041968324,0.0005496021,0.00003318996,0.0001754234,0.0015894622],"study_design_scores_gemma":[0.9861669,0.012214789,0.0008594587,0.000011697707,0.00035505608,0.000011959556,0.000009042151,0.00008005361,0.00005515169,0.000052504794,0.00017568975,0.000007795148],"about_ca_topic_score_codex":0.0026675581,"about_ca_topic_score_gemma":0.0043993904,"teacher_disagreement_score":0.00981343,"about_ca_system_score_codex":0.0009437181,"about_ca_system_score_gemma":0.0015636375,"threshold_uncertainty_score":0.032829165},"labels":[],"label_agreement":null},{"id":"W135866792","doi":"10.1007/978-3-7091-1192-5_8","title":"Angiographic Vasospasm Versus Cerebral Infarction as Outcome Measures After Aneurysmal Subarachnoid Hemorrhage","year":2012,"lang":"en","type":"review","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Modified Rankin Scale; Subarachnoid hemorrhage; Glasgow Outcome Scale; Cerebral infarction; Cerebral vasospasm; Vasospasm; Infarction; Clinical trial; Post-hoc analysis; Cardiology; Neurology; Internal medicine; Ischemia; Anesthesia; Myocardial infarction; Glasgow Coma Scale","score_opus":0.058168677490635715,"score_gpt":0.3218058643163882,"score_spread":0.2636371868257525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W135866792","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001250095,0.999688,0.000007867399,0.000043469434,0.000057240777,0.0000015112062,0.00001054419,5.1813083e-7,0.000065828084],"genre_scores_gemma":[0.0011960127,0.9985561,0.000039034225,0.000047833255,0.00009545367,0.0000048617508,0.000019646704,3.880636e-7,0.000040676863],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995552,0.00013065181,0.00013998698,0.000052860545,0.00009758948,0.000023754601],"domain_scores_gemma":[0.9981395,0.0012154059,0.00040743564,0.00002368766,0.0001729365,0.00004105746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012590709,0.00079344853,0.0036436059,0.00241629,0.00016991032,0.0010628571,0.0010380277,0.0008648756,0.0022029614],"category_scores_gemma":[0.0029411623,0.00028037027,0.0010250352,0.003737266,0.00037784694,0.00087867974,0.00046328738,0.0009847695,0.00046891015],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006378963,0.00010996923,0.0012678783,0.13267584,0.0014808729,0.00018243115,0.00008745558,0.00014514015,0.00046171993,0.0008368831,0.019381221,0.84273267],"study_design_scores_gemma":[0.0009467934,0.0016559979,0.050974846,0.2923227,0.026964197,0.007109587,0.0007326268,0.00074223184,0.0012505942,0.0048199026,0.61226964,0.00021085088],"about_ca_topic_score_codex":0.0013705695,"about_ca_topic_score_gemma":0.002518138,"teacher_disagreement_score":0.0036436059,"about_ca_system_score_codex":0.0005713968,"about_ca_system_score_gemma":0.0010078859,"threshold_uncertainty_score":0.0073696375},"labels":[],"label_agreement":null},{"id":"W14370703","doi":"10.1007/978-3-319-04981-6_14","title":"Valproic Acid Treatment After Experimental Subarachnoid Hemorrhage","year":2014,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"NeuN; Medicine; Valproic Acid; Subarachnoid hemorrhage; Vasospasm; H&E stain; Neuroprotection; Anesthesia; Cerebral vasospasm; Pharmacology; Saline; Pentylenetetrazol; Immunohistochemistry; Pathology; Epilepsy; Anticonvulsant","score_opus":0.012233523283808471,"score_gpt":0.25551143887805944,"score_spread":0.24327791559425097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W14370703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919085,0.004956428,0.00024032322,0.0002884929,0.0006683276,0.000108879365,0.00038319232,0.000057711793,0.0013882113],"genre_scores_gemma":[0.99055547,0.005491541,0.0004854742,0.00013059078,0.00047555065,0.00014822959,0.0005177078,0.00001370954,0.002181656],"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941885,0.00016096614,0.00010037772,0.000053778404,0.00009234459,0.00017365016],"domain_scores_gemma":[0.99902105,0.00027669608,0.0002138625,0.0001733959,0.00007229285,0.00024268164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004839122,0.000947405,0.0025304505,0.0010787756,0.00077703386,0.0006399323,0.0010753911,0.0015621448,0.0018847047],"category_scores_gemma":[0.00086198415,0.0003647846,0.0008830538,0.000692069,0.0011805608,0.0007497211,0.0003442414,0.0018478772,0.00043041492],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.65099716,0.036294788,0.0032795917,0.0013716056,0.001316865,0.0054063126,0.00052789756,0.0009698861,0.21680334,0.0010422431,0.0024697587,0.07952057],"study_design_scores_gemma":[0.057698462,0.42782027,0.028799003,0.00019520067,0.0018029963,0.005206786,0.0004307448,0.0022579555,0.46258765,0.000789465,0.012198647,0.0002127718],"about_ca_topic_score_codex":0.0019581693,"about_ca_topic_score_gemma":0.001310936,"teacher_disagreement_score":0.0025304505,"about_ca_system_score_codex":0.0006537022,"about_ca_system_score_gemma":0.0012516964,"threshold_uncertainty_score":0.0063049197},"labels":[],"label_agreement":null},{"id":"W14461492","doi":"10.1007/978-3-7091-6043-5_4","title":"Intraoperative MR at 1.5 Tesla — Experience and Future Directions","year":2003,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Neurosurgery; Radiology; Medical physics","score_opus":0.011156691933777501,"score_gpt":0.261647514556207,"score_spread":0.2504908226224295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W14461492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44563887,0.36233613,0.046329882,0.049688518,0.0063071586,0.000285526,0.00082839216,0.0009714459,0.08761402],"genre_scores_gemma":[0.6758645,0.23177324,0.04221203,0.013076609,0.012864964,0.00024798172,0.0012139638,0.00034311935,0.022403574],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866915,0.0005267278,0.0001709394,0.00014491286,0.00015011082,0.00033814416],"domain_scores_gemma":[0.9971179,0.0011348927,0.0002070883,0.0003243646,0.0006633231,0.0005525869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064759618,0.001423738,0.00072894007,0.0011354894,0.00066093326,0.0015145795,0.0026729757,0.003471545,0.004759347],"category_scores_gemma":[0.005791089,0.00042731132,0.00087867514,0.00090202154,0.00099453,0.0039430875,0.0007320825,0.00217144,0.002845106],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049315016,0.0036206946,0.051144905,0.0017086958,0.00032080896,0.04270406,0.002657863,0.0026141687,0.02173377,0.004103246,0.035825044,0.8286353],"study_design_scores_gemma":[0.0013856512,0.016929714,0.11048606,0.0029052543,0.0010597334,0.38759094,0.006705861,0.005725279,0.030136328,0.018637521,0.41752362,0.0009140097],"about_ca_topic_score_codex":0.0013380628,"about_ca_topic_score_gemma":0.0017650243,"teacher_disagreement_score":0.0064759618,"about_ca_system_score_codex":0.00046965695,"about_ca_system_score_gemma":0.00073775684,"threshold_uncertainty_score":0.03424853},"labels":[],"label_agreement":null},{"id":"W151320404","doi":"10.1007/978-3-7091-0693-8_5","title":"Developing a Model of Chronic Subdural Hematoma","year":2011,"lang":"en","type":"review","venue":"Acta neurochirurgica. Supplementum","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Chronic subdural hematoma; Medicine; Subdural space; Hematoma; Population; Fibrinolysis; Surgery; Intensive care medicine; Internal medicine","score_opus":0.1304094134233595,"score_gpt":0.3628260390692084,"score_spread":0.23241662564584892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W151320404","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019432682,0.98643273,0.0024505507,0.0019209407,0.001064423,0.000049583632,0.000121069046,0.00002825675,0.00598911],"genre_scores_gemma":[0.0088590495,0.9858802,0.0020306918,0.0005445019,0.0003519797,0.00006198992,0.00012083517,0.0000032824548,0.0021475786],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999248,0.00002455602,0.000010980813,0.000010770078,0.000020054355,0.000008894043],"domain_scores_gemma":[0.9998915,0.000055651693,0.000021583146,0.0000062167937,0.000016859043,0.000008242207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002935306,0.0009187712,0.00092469214,0.0012367772,0.00020728713,0.0007803839,0.001013557,0.0012185861,0.0027830987],"category_scores_gemma":[0.00029398827,0.00018701992,0.00051646127,0.00076830393,0.0004953199,0.0013874752,0.00060769415,0.0008903684,0.0011273007],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015751574,0.00026088758,0.0005735506,0.029994022,0.00014093817,0.002372684,0.00025789638,0.0028482133,0.0094167255,0.0621649,0.06180723,0.83000547],"study_design_scores_gemma":[0.00006025766,0.00024645487,0.0008505034,0.004725339,0.00033658437,0.006266935,0.000172037,0.0017126647,0.002497569,0.02602967,0.9570483,0.00005363446],"about_ca_topic_score_codex":0.0014192354,"about_ca_topic_score_gemma":0.0020565337,"teacher_disagreement_score":0.0027830987,"about_ca_system_score_codex":0.0006324725,"about_ca_system_score_gemma":0.0009759161,"threshold_uncertainty_score":0.009310365},"labels":[],"label_agreement":null},{"id":"W154666106","doi":"10.1007/978-3-7091-1192-5_35","title":"Mechanisms of Microthrombosis and Microcirculatory Constriction After Experimental Subarachnoid Hemorrhage","year":2012,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"TUNEL assay; Medicine; Constriction; Terminal deoxynucleotidyl transferase; Subarachnoid hemorrhage; Pathology; Bleb (medicine); Microcirculation; Immunohistochemistry; Internal medicine; Glaucoma; Ophthalmology","score_opus":0.011785835385377473,"score_gpt":0.24723802854317398,"score_spread":0.2354521931577965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W154666106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9398,0.045546208,0.0025746515,0.0018150767,0.0018677901,0.00026807844,0.00049027585,0.00023425894,0.0074036834],"genre_scores_gemma":[0.9384613,0.044545364,0.0028332763,0.00052119506,0.0032003277,0.00051914476,0.00062378345,0.000042804702,0.009252713],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955446,0.00013166125,0.00006081846,0.00003398805,0.0001006832,0.00011843755],"domain_scores_gemma":[0.9991881,0.00026502332,0.00024109623,0.00015150945,0.000056712648,0.000097545824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008794684,0.0011400606,0.001327677,0.0010757426,0.00047102012,0.00063728506,0.0012115205,0.0016424592,0.0031219414],"category_scores_gemma":[0.00062416174,0.00055658864,0.0010409782,0.00040848603,0.001061754,0.0012099331,0.00039114506,0.0014063162,0.0005797338],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04321372,0.0068706158,0.0017931799,0.0033891608,0.0005533548,0.005075993,0.00075902854,0.0010431001,0.834226,0.0103839105,0.006137291,0.08655463],"study_design_scores_gemma":[0.0036405283,0.028269999,0.027563628,0.0002947662,0.0010258436,0.0040646973,0.0002777433,0.0029958137,0.91171634,0.004083897,0.015933456,0.00013322773],"about_ca_topic_score_codex":0.0007519574,"about_ca_topic_score_gemma":0.0005012519,"teacher_disagreement_score":0.0031219414,"about_ca_system_score_codex":0.000720917,"about_ca_system_score_gemma":0.00049885607,"threshold_uncertainty_score":0.010443926},"labels":[],"label_agreement":null},{"id":"W1579325744","doi":"10.1007/978-3-7091-1192-5_5","title":"Global Cerebral Atrophy After Subarachnoid Hemorrhage: A Possible Marker of Acute Brain Injury and Assessment of Its Impact on Outcome","year":2012,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Atrophy; Modified Rankin Scale; Cerebral atrophy; Subarachnoid hemorrhage; Glasgow Outcome Scale; Brain size; Stroke (engine); Internal medicine; Cardiology; Magnetic resonance imaging; Radiology; Anesthesia; Glasgow Coma Scale; Ischemia","score_opus":0.015202032221966902,"score_gpt":0.3320947290148663,"score_spread":0.3168926967928994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1579325744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98358893,0.011551444,0.00032686733,0.0003346698,0.00018415065,0.00004400341,0.00065128936,0.00002518334,0.0032934363],"genre_scores_gemma":[0.9908874,0.0062006777,0.0005594825,0.000063209074,0.00034984833,0.00003657189,0.00090379507,0.0000074622635,0.0009915824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998054,0.000064164306,0.00003714346,0.000020084093,0.000040676514,0.000032605607],"domain_scores_gemma":[0.9990976,0.00025792664,0.00027739184,0.000043073134,0.0001419508,0.00018208499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004966957,0.0005736054,0.0008840435,0.0020994912,0.00030482188,0.00075422775,0.00036157176,0.00047954882,0.0014253259],"category_scores_gemma":[0.0012778047,0.00012625348,0.00040586173,0.0010923517,0.00037507317,0.0004285086,0.00040844126,0.0005672635,0.00027033917],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003883177,0.0003947395,0.93011534,0.00032296375,0.0003817711,0.00454254,0.00025405525,0.00022034823,0.004903567,0.00018360128,0.0013761078,0.053421844],"study_design_scores_gemma":[0.000024970392,0.00092415715,0.99462974,0.00003409535,0.00018002892,0.0023082942,0.00010613414,0.00020851937,0.00072520424,0.00024095403,0.0005976805,0.000020261967],"about_ca_topic_score_codex":0.0019693738,"about_ca_topic_score_gemma":0.0027094535,"teacher_disagreement_score":0.0020994912,"about_ca_system_score_codex":0.00031734418,"about_ca_system_score_gemma":0.00038041943,"threshold_uncertainty_score":0.004768193},"labels":[],"label_agreement":null},{"id":"W160552252","doi":"10.1007/978-3-319-04981-6_47","title":"Intrathecal Application of the Nimodipine Slow-Release Microparticle System EG-1962 for Prevention of Delayed Cerebral Ischemia and Improvement of Outcome After Aneurysmal Subarachnoid Hemorrhage","year":2014,"lang":"en","type":"review","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Nimodipine; Subarachnoid hemorrhage; Tolerability; Anesthesia; Clinical trial; Neurology; Ischemia; Adverse effect; Internal medicine","score_opus":0.015018209628255298,"score_gpt":0.2833075469330396,"score_spread":0.2682893373047843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W160552252","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00063159293,0.99876416,0.000049979008,0.00006026095,0.00009281234,0.000010496809,0.000016583144,0.0000037018588,0.00037050343],"genre_scores_gemma":[0.0027193187,0.996655,0.00015104654,0.00007451604,0.000075263386,0.000011320552,0.000032440003,0.0000010887434,0.0002801157],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99985516,0.00002647397,0.000038323218,0.000016757574,0.000050331324,0.00001286876],"domain_scores_gemma":[0.9998381,0.000076450626,0.000039347815,0.000005303112,0.00003101148,0.000009727024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045039112,0.00064609246,0.0016368811,0.0015547933,0.00018842788,0.00047118854,0.00077879213,0.00059642625,0.0019434884],"category_scores_gemma":[0.00046896513,0.000211765,0.0007433333,0.0013620717,0.0002514084,0.00048204864,0.0003619472,0.00069473765,0.00061486795],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005551936,0.00022530697,0.00026896648,0.049308166,0.000604977,0.0004137245,0.00006271154,0.00017218041,0.003535653,0.00072429853,0.011920006,0.93220896],"study_design_scores_gemma":[0.00080697454,0.0017837471,0.010633043,0.018972049,0.004411921,0.008070296,0.00019992639,0.0005206385,0.00763234,0.0015955726,0.9452398,0.00013376879],"about_ca_topic_score_codex":0.0010509454,"about_ca_topic_score_gemma":0.0018713884,"teacher_disagreement_score":0.0019434884,"about_ca_system_score_codex":0.00028095063,"about_ca_system_score_gemma":0.0006335694,"threshold_uncertainty_score":0.0065016747},"labels":[],"label_agreement":null},{"id":"W174770600","doi":"10.1007/978-3-7091-6346-7_6","title":"Glutathione Homeostasis and Leukotriene-Induced Permeability in Human Blood-Brain Barrier Endothelial Cells Subjected to in Vitro Ischemia","year":2000,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Sulfur Compounds in Biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Biological Sciences","funders":"","keywords":"Glutathione; Glutathione reductase; Blood–brain barrier; Pharmacology; Oxidative stress; Glutathione peroxidase; Chemistry; Biochemistry; Biology; Enzyme; Endocrinology; Central nervous system","score_opus":0.00919427427393641,"score_gpt":0.2533353035049812,"score_spread":0.24414102923104478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W174770600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962478,0.0023388534,0.00046521483,0.000113450435,0.0000427418,0.000011051244,0.00024283747,0.000012239123,0.0005258114],"genre_scores_gemma":[0.9969213,0.0010576474,0.00025185608,0.000048212827,0.000014732716,0.000020769487,0.00048552567,0.0000048893926,0.0011950989],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978274,0.00006427131,0.00002454675,0.00003527438,0.000024913888,0.00006826649],"domain_scores_gemma":[0.9998909,0.000020004012,0.000022716446,0.000022439803,0.000026204156,0.00001758811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026491666,0.0002483023,0.00045351047,0.00026304263,0.00030059658,0.0005346778,0.0002745494,0.0005486023,0.0017520789],"category_scores_gemma":[0.00027448186,0.00025647331,0.000375029,0.0004507921,0.00035082686,0.00044122073,0.00017802586,0.0006611084,0.00038620236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053429822,0.00026178008,0.0019579628,0.00008970329,0.00010184519,0.0005473147,0.00044762998,0.00013665092,0.9884553,0.0003432077,0.00021649493,0.0020990572],"study_design_scores_gemma":[0.00019039781,0.0022625912,0.03832081,0.000018541425,0.00029485623,0.00078580505,0.0006364365,0.0015016537,0.9531962,0.00035913527,0.0024009885,0.00003256562],"about_ca_topic_score_codex":0.004046361,"about_ca_topic_score_gemma":0.0027612967,"teacher_disagreement_score":0.004046361,"about_ca_system_score_codex":0.00054372486,"about_ca_system_score_gemma":0.00034297138,"threshold_uncertainty_score":0.008045614},"labels":[],"label_agreement":null},{"id":"W1844516458","doi":"10.1007/978-3-319-04981-6_22","title":"Nitric Oxide Synthases: Three Pieces to the Puzzle?","year":2014,"lang":"en","type":"review","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Nitric oxide; Subarachnoid hemorrhage; Neuroradiology; Neurology; Interventional radiology; Pathogenesis; Neurosurgery; Stroke (engine); Intracerebral hemorrhage; Intensive care medicine; Pathology; Internal medicine; Surgery; Psychiatry","score_opus":0.03777282033193984,"score_gpt":0.32045329327877725,"score_spread":0.2826804729468374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1844516458","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009119894,0.9972155,0.000042979653,0.001424877,0.00082805724,0.000002009819,0.000022628088,0.0000028759582,0.0003698702],"genre_scores_gemma":[0.00066618586,0.9973406,0.000115105824,0.00056577567,0.0008434922,0.0000040787,0.000035125755,8.5179244e-7,0.00042874628],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997558,0.000059335267,0.00005519827,0.00002779893,0.000078556775,0.000023399001],"domain_scores_gemma":[0.99933344,0.00033829923,0.00012481234,0.000019706453,0.00013909582,0.00004453399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009115683,0.0007322154,0.0020093522,0.0010721168,0.0002675328,0.001427076,0.001041066,0.0015478168,0.004019209],"category_scores_gemma":[0.0014210674,0.00029198575,0.00058709347,0.0014216596,0.00058354816,0.0017796787,0.0007466129,0.0020177844,0.0014537077],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021112068,0.00006900363,0.00031668242,0.02352796,0.000197526,0.00032193368,0.00013596754,0.00013760124,0.001590021,0.0038710686,0.10518567,0.8644355],"study_design_scores_gemma":[0.000071268194,0.000095463845,0.0011123255,0.008697692,0.00027875448,0.0015148798,0.0001642999,0.00008979029,0.0002877046,0.0041149943,0.98353887,0.000034059267],"about_ca_topic_score_codex":0.0010558567,"about_ca_topic_score_gemma":0.0024301163,"teacher_disagreement_score":0.004019209,"about_ca_system_score_codex":0.0004981834,"about_ca_system_score_gemma":0.0018612044,"threshold_uncertainty_score":0.013445556},"labels":[],"label_agreement":null},{"id":"W2035114352","doi":"10.1007/978-3-7091-6232-3_21","title":"In Vivo Animal Models of Cerebral Vasospasm: A Review","year":2001,"lang":"en","type":"review","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":177,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Cerebral vasospasm; Vasospasm; In vivo; Medicine; Cardiology; Biology; Subarachnoid hemorrhage; Internal medicine","score_opus":0.05008328235239707,"score_gpt":0.3315140945213604,"score_spread":0.2814308121689633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035114352","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002581806,0.99826413,0.00034134943,0.00012855718,0.00023831007,0.000014467248,0.00003919202,0.00001075008,0.00070497184],"genre_scores_gemma":[0.000539313,0.99827766,0.00042326585,0.000102845464,0.00013345631,0.000015473019,0.00006382283,0.000002081049,0.00044210633],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997285,0.00004680085,0.000059196253,0.00003292399,0.00011099785,0.000021621569],"domain_scores_gemma":[0.9994099,0.00029730378,0.00007929336,0.000027523978,0.00014580332,0.00004012583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010729358,0.0014557934,0.00300567,0.003987596,0.00028162217,0.0010118531,0.0016090545,0.0015775888,0.0024943124],"category_scores_gemma":[0.0008314624,0.00048345694,0.00078958605,0.0027388325,0.00052168453,0.0015843154,0.0005366126,0.0015251784,0.0022789347],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019465481,0.0002985517,0.00022012541,0.020040456,0.00015586811,0.0005708775,0.00006670832,0.00033852784,0.009361323,0.0012102011,0.028226186,0.9393166],"study_design_scores_gemma":[0.00009139012,0.0004947797,0.0017510551,0.0047013015,0.00054632174,0.0040313276,0.00008832654,0.00017059712,0.0037929004,0.001238794,0.98303187,0.00006143951],"about_ca_topic_score_codex":0.0011381935,"about_ca_topic_score_gemma":0.002060294,"teacher_disagreement_score":0.003987596,"about_ca_system_score_codex":0.00048228374,"about_ca_system_score_gemma":0.0009147004,"threshold_uncertainty_score":0.008344293},"labels":[],"label_agreement":null},{"id":"W2105520527","doi":"10.1007/978-3-319-04981-6_18","title":"Early Identification of Brain Tissue at Risk for Delayed Cerebral Ischemia After Aneurysmal Subarachnoid Hemorrhage","year":2014,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; Toronto General Hospital; University Health Network; Health Sciences Centre; Sunnybrook Hospital","funders":"","keywords":"Medicine; Subarachnoid hemorrhage; Neuroradiology; Neurology; Ischemia; Cardiology; Magnetic resonance imaging; Internal medicine; Radiology; Anesthesia","score_opus":0.007799088120667725,"score_gpt":0.25248794204786323,"score_spread":0.2446888539271955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105520527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748848,0.011475353,0.0014913487,0.0015466668,0.001010478,0.00007765975,0.00035185105,0.000072612864,0.009089225],"genre_scores_gemma":[0.98393977,0.008988714,0.0020256613,0.00022250907,0.0013232433,0.000037136415,0.0005799528,0.000016291046,0.0028668223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99986744,0.00003558767,0.000018064147,0.000012163637,0.000031988227,0.00003475841],"domain_scores_gemma":[0.9992766,0.000267988,0.00010867316,0.0000392023,0.0001862642,0.000121243604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026210185,0.00041812015,0.00064443477,0.0017513436,0.00030227404,0.0006829629,0.00032897107,0.00078424433,0.002265736],"category_scores_gemma":[0.0017315651,0.00022802046,0.00025176222,0.00051384507,0.00019606896,0.0006074107,0.0002469683,0.0005107019,0.0005803314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0066371453,0.0005519404,0.69683474,0.0004839838,0.00013127098,0.05452217,0.00043362367,0.00027658965,0.026688471,0.000317044,0.010358442,0.20276454],"study_design_scores_gemma":[0.00012062929,0.0017107951,0.92401016,0.00020091092,0.00025188221,0.05439787,0.00060327566,0.0011063229,0.010322134,0.0006458881,0.006554149,0.00007594148],"about_ca_topic_score_codex":0.0011558237,"about_ca_topic_score_gemma":0.0018739527,"teacher_disagreement_score":0.002265736,"about_ca_system_score_codex":0.00027009752,"about_ca_system_score_gemma":0.0003392201,"threshold_uncertainty_score":0.007579565},"labels":[],"label_agreement":null},{"id":"W2138155230","doi":"10.1007/978-3-319-04981-6_53","title":"Anterior Circulation Model of Subarachnoid Hemorrhage in Mice","year":2014,"lang":"en","type":"review","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Subarachnoid hemorrhage; Medicine; Vasospasm; Stroke (engine); Animal model; Neurology; Cerebral vasospasm; Genetically modified mouse; Neuroradiology; Neurosurgery; Pathology; Surgery; Internal medicine; Transgene","score_opus":0.032718335823993944,"score_gpt":0.3048548455519031,"score_spread":0.27213650972790915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138155230","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017179017,0.99522156,0.0003221889,0.00033083148,0.000368065,0.000039198458,0.00024973997,0.000023168328,0.0017273371],"genre_scores_gemma":[0.0037913716,0.99392706,0.00048344987,0.00020005091,0.00010819421,0.000027188182,0.00022930789,0.0000024294575,0.0012310325],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998952,0.000015215051,0.00002473715,0.000012069487,0.000038806556,0.000013855945],"domain_scores_gemma":[0.9998758,0.00003586719,0.000045487548,0.0000057653388,0.000025193398,0.000011838893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035028212,0.00068264146,0.0011336862,0.0014177738,0.00017756863,0.0004997732,0.00060499215,0.00064761395,0.0024888406],"category_scores_gemma":[0.00021281691,0.0002322947,0.00067446945,0.0008329779,0.000193685,0.00048159735,0.0002752833,0.0009435375,0.0010468394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010494848,0.0004990972,0.00047371836,0.056067042,0.000484618,0.000819962,0.000095305986,0.00028337468,0.07211943,0.0025585857,0.05145244,0.8140969],"study_design_scores_gemma":[0.00037143053,0.0011922725,0.0039736293,0.0047573387,0.0019795303,0.0038361684,0.00006714033,0.0002083475,0.020049019,0.0011355898,0.96235114,0.000078409925],"about_ca_topic_score_codex":0.0007272834,"about_ca_topic_score_gemma":0.001700508,"teacher_disagreement_score":0.0024888406,"about_ca_system_score_codex":0.00025856,"about_ca_system_score_gemma":0.0005465194,"threshold_uncertainty_score":0.008326054},"labels":[],"label_agreement":null},{"id":"W2177703535","doi":"10.1007/978-3-211-99651-5_23","title":"Intra-operative MRI at 3.0 Tesla: A Moveable Magnet","year":2010,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Magnet; Upgrade; Medicine; Magnetic resonance imaging; Medical physics; Radiology; Computer science; Engineering; Electrical engineering","score_opus":0.009240213634260197,"score_gpt":0.29822884539222855,"score_spread":0.28898863175796835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2177703535","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20118499,0.060962874,0.6394245,0.018520003,0.010748159,0.0009985182,0.002121484,0.00847355,0.0575659],"genre_scores_gemma":[0.4070328,0.02663149,0.50905997,0.0037314028,0.0050381143,0.000534476,0.0015937535,0.0017633296,0.044614688],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997979,0.000054591525,0.000029270606,0.000045533914,0.000044191693,0.000028518372],"domain_scores_gemma":[0.9995722,0.00013210291,0.000034002398,0.00010905046,0.00008993424,0.00006264881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009215218,0.0007106084,0.000548051,0.0009614144,0.0003947773,0.001041379,0.0009535335,0.0018355541,0.010384657],"category_scores_gemma":[0.0008063802,0.000608621,0.0005186131,0.00036445854,0.00036810347,0.00097143766,0.0006443067,0.0014210748,0.004262689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002984014,0.0001867878,0.0024614045,0.0016137668,0.0002112131,0.0075674835,0.00028091966,0.00080705225,0.6351532,0.00312474,0.07914535,0.26646397],"study_design_scores_gemma":[0.0008228013,0.0026268368,0.01976382,0.0006146011,0.0010464586,0.105221555,0.00028100566,0.010175881,0.3117819,0.0064478903,0.5408018,0.00041534225],"about_ca_topic_score_codex":0.0005476369,"about_ca_topic_score_gemma":0.00096887315,"teacher_disagreement_score":0.010384657,"about_ca_system_score_codex":0.00021482975,"about_ca_system_score_gemma":0.00041529225,"threshold_uncertainty_score":0.03474009},"labels":[],"label_agreement":null},{"id":"W2252627056","doi":"10.1007/978-3-319-04981-6_1","title":"Vasospasm: My First 25 Years—What Worked? What Didn’t? What Next?","year":2014,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"H2020 European Research Council; Physicians' Services Incorporated Foundation","keywords":"Medicine; Vasospasm; Subarachnoid hemorrhage; Cerebral vasospasm; Nimodipine; Ischemia; Stroke (engine); Cerebral blood flow; Angioplasty; Clinical trial; Neurology; Neuroprotection; Aneurysm; Anesthesia; Cardiology; Internal medicine; Surgery","score_opus":0.016800633247486575,"score_gpt":0.25020171183229345,"score_spread":0.23340107858480688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2252627056","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024923714,0.5848709,0.0007321937,0.30352813,0.065910034,0.000079479025,0.00083100225,0.00015925219,0.018965276],"genre_scores_gemma":[0.19723961,0.56330526,0.0024395138,0.08323675,0.12135838,0.00019983857,0.0017565563,0.00014181991,0.030322278],"study_design_codex":"not_applicable","study_design_gemma":"case_report","domain_scores_codex":[0.99872714,0.00037326798,0.0002040734,0.00012220495,0.00033379247,0.0002395143],"domain_scores_gemma":[0.9944455,0.0012637854,0.0010170329,0.00017567011,0.0016190722,0.001478979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002374923,0.0008330608,0.0016527609,0.0016513091,0.0014386661,0.0044690697,0.0010046393,0.002869664,0.008729959],"category_scores_gemma":[0.009286509,0.00033257666,0.0011568266,0.0011912532,0.0009669127,0.002742054,0.0012015783,0.0044697886,0.0023648355],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005735157,0.00027887596,0.026251532,0.0022403847,0.00037303494,0.0030361647,0.0013431134,0.00014441178,0.0007323702,0.0015939444,0.49510083,0.46833187],"study_design_scores_gemma":[0.00026238375,0.0010539956,0.12682685,0.015592328,0.00075102586,0.021307644,0.0062228185,0.00023060196,0.0007830493,0.004978642,0.8216857,0.00030498765],"about_ca_topic_score_codex":0.008267621,"about_ca_topic_score_gemma":0.014739121,"teacher_disagreement_score":0.008729959,"about_ca_system_score_codex":0.0028559095,"about_ca_system_score_gemma":0.0032212299,"threshold_uncertainty_score":0.029204667},"labels":[],"label_agreement":null},{"id":"W2299126284","doi":"10.1007/978-3-319-18497-5_5","title":"Hypoxia and Inflammation-Induced Disruptions of the Blood-Brain and Blood-Cerebrospinal Fluid Barriers Assessed Using a Novel T1-Based MRI Method","year":2016,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"National Research Council Canada; Alberta Innovates","keywords":"Cerebrospinal fluid; Hypoxia (environmental); Inflammation; Blood–brain barrier; Voxel; Medicine; Pathology; Neuroscience; Central nervous system; Internal medicine; Biology; Chemistry; Radiology; Oxygen","score_opus":0.023942919254313993,"score_gpt":0.30829011197625744,"score_spread":0.2843471927219434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299126284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8524113,0.018755114,0.116577625,0.0014357502,0.00046602715,0.00023777314,0.00070591486,0.00039784244,0.009012684],"genre_scores_gemma":[0.8724622,0.012450025,0.103755265,0.00070206256,0.00027529727,0.0004637809,0.0005188297,0.0001947139,0.009177775],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998547,0.000042978605,0.000007960302,0.00003722146,0.000027679085,0.000029514744],"domain_scores_gemma":[0.99972934,0.000063671985,0.00009024973,0.000020259426,0.000057435955,0.00003900491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063589966,0.0006004005,0.00023791322,0.00046487286,0.0003918867,0.0005632768,0.00052172906,0.00091082853,0.0015183461],"category_scores_gemma":[0.000518429,0.00038260437,0.00026914637,0.00024029278,0.00048024618,0.0007744063,0.00043439836,0.00084524223,0.00033870616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029621934,0.000035773952,0.00040410826,0.0001896263,0.000022693877,0.00013197472,0.000071914954,0.00009758975,0.99383014,0.00026441138,0.0002005282,0.0044549354],"study_design_scores_gemma":[0.00005384303,0.0006867445,0.008810492,0.000040268227,0.00019844795,0.0014450888,0.0001378091,0.0043585203,0.9772485,0.00043214936,0.0065326984,0.000055595705],"about_ca_topic_score_codex":0.0009297579,"about_ca_topic_score_gemma":0.001711002,"teacher_disagreement_score":0.0015183461,"about_ca_system_score_codex":0.0002767008,"about_ca_system_score_gemma":0.0004017542,"threshold_uncertainty_score":0.005079329},"labels":[],"label_agreement":null},{"id":"W2789546671","doi":"10.1007/978-3-319-65798-1_52","title":"Differential Systolic and Diastolic Regulation of the Cerebral Pressure-Flow Relationship During Squat-Stand Manoeuvres","year":2018,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Diastole; Medicine; Cardiology; Internal medicine; Middle cerebral artery; Systole; Blood pressure","score_opus":0.014940622131969892,"score_gpt":0.243626930057468,"score_spread":0.2286863079254981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789546671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963665,0.0007035381,0.00068354723,0.000098092,0.00009231647,0.000038638824,0.00028256327,0.000034839322,0.001699909],"genre_scores_gemma":[0.998809,0.00031567196,0.00022062205,0.00004141083,0.00010083518,0.00003949994,0.00014171789,0.000013884229,0.00031737416],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998416,0.000038959806,0.000012026041,0.000029051236,0.00003693272,0.000041381314],"domain_scores_gemma":[0.99942976,0.00031277377,0.0000720773,0.00003207489,0.00005631348,0.00009689021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021837174,0.00040124744,0.00051519665,0.00047873767,0.00024450518,0.00070632953,0.00023733481,0.00045080067,0.0016671902],"category_scores_gemma":[0.0018715684,0.00021637605,0.00022747066,0.00032930804,0.000537207,0.0002611216,0.00031197837,0.0007297724,0.00024130802],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03537411,0.0007831329,0.18200481,0.0006407576,0.00047601142,0.0060380516,0.0066659264,0.0006892742,0.6559766,0.0009078433,0.0019877763,0.1084557],"study_design_scores_gemma":[0.00007185239,0.0012963042,0.98254997,0.000036394133,0.00007367686,0.0009580209,0.00035292644,0.0010342315,0.012539684,0.00018915352,0.0008736325,0.000024084939],"about_ca_topic_score_codex":0.0019797017,"about_ca_topic_score_gemma":0.001963039,"teacher_disagreement_score":0.0019797017,"about_ca_system_score_codex":0.00023063071,"about_ca_system_score_gemma":0.00027264026,"threshold_uncertainty_score":0.005577326},"labels":[],"label_agreement":null},{"id":"W2789838986","doi":"10.1007/978-3-319-65798-1_59","title":"Systolic and Diastolic Regulation of the Cerebral Pressure-Flow Relationship Differentially Affected by Acute Sport-Related Concussion","year":2018,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Okanagan University College; University of British Columbia","funders":"","keywords":"Medicine; Diastole; Cardiology; Blood pressure; Internal medicine; Concussion; Systole; Poison control","score_opus":0.016917127933003703,"score_gpt":0.28012468437521026,"score_spread":0.26320755644220656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789838986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99783,0.0005067021,0.00021173975,0.00008301018,0.000037735623,0.000012917489,0.00017011414,0.000009968068,0.0011378361],"genre_scores_gemma":[0.997729,0.00061669067,0.0001680476,0.000050046237,0.00009745736,0.00003359417,0.00020985006,0.000013814091,0.0010816376],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999081,0.000015579571,0.000006152289,0.000020167945,0.000011204895,0.000038798767],"domain_scores_gemma":[0.9997044,0.00011116626,0.000063734056,0.000026587622,0.00003239704,0.00006156814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014355168,0.0002484259,0.00043484187,0.00028297675,0.00022685857,0.0005411413,0.00020932971,0.0002855302,0.0034700474],"category_scores_gemma":[0.00068263395,0.00025180302,0.0001969203,0.0001901624,0.00045049077,0.00022196534,0.0003392874,0.00040528236,0.0003305688],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022323815,0.0009246219,0.0839948,0.00028056483,0.00023381406,0.0018042139,0.0019660569,0.00023865151,0.8337495,0.00060663035,0.0016748155,0.052202594],"study_design_scores_gemma":[0.00008769812,0.0007319236,0.9890455,0.000010522484,0.00006749387,0.00032289716,0.0002471386,0.00032729868,0.008427054,0.0001859197,0.00053411553,0.000012598101],"about_ca_topic_score_codex":0.0017792883,"about_ca_topic_score_gemma":0.0016309764,"teacher_disagreement_score":0.0034700474,"about_ca_system_score_codex":0.00020118862,"about_ca_system_score_gemma":0.00028854373,"threshold_uncertainty_score":0.011608422},"labels":[],"label_agreement":null},{"id":"W2789968055","doi":"10.1007/978-3-319-65798-1_10","title":"Increased ICP and Its Cerebral Haemodynamic Sequelae","year":2018,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Intracranial pressure; Hemodynamics; Basilar artery; Neuroradiology; Mean arterial pressure; Cardiology; Laser Doppler velocimetry; Cerebral blood flow; Internal medicine; Blood pressure; Anesthesia; Neurology; Blood flow; Heart rate","score_opus":0.018876341025599316,"score_gpt":0.27386992774171676,"score_spread":0.25499358671611744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789968055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7545273,0.12414294,0.0012093186,0.0210038,0.008893208,0.000111932524,0.0010886365,0.00015087714,0.08887196],"genre_scores_gemma":[0.9278206,0.04496087,0.0005361058,0.0011025325,0.016728729,0.000043629632,0.00057970034,0.0000199828,0.00820788],"study_design_codex":"case_report","study_design_gemma":"observational","domain_scores_codex":[0.99986553,0.000034205896,0.000020702255,0.0000133010835,0.00003286322,0.000033289027],"domain_scores_gemma":[0.9994886,0.00020338176,0.0001295372,0.0000455352,0.000056114575,0.00007686326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018909851,0.00034484713,0.00044261577,0.000912845,0.00030738037,0.00081948255,0.00038257684,0.00092169136,0.00357792],"category_scores_gemma":[0.0014917636,0.00015134815,0.00031106657,0.0007177913,0.000435185,0.00047666673,0.00038270905,0.0012932455,0.00066102616],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051519717,0.000626009,0.11370913,0.0011118865,0.0005456894,0.4630772,0.0009024396,0.00031281772,0.010494297,0.0071751107,0.06313708,0.33375645],"study_design_scores_gemma":[0.00031831552,0.0020124572,0.39884672,0.00035845264,0.000542595,0.48802108,0.00058281684,0.00061540323,0.0040067704,0.006734472,0.09785972,0.00010118049],"about_ca_topic_score_codex":0.0010086414,"about_ca_topic_score_gemma":0.0010385801,"teacher_disagreement_score":0.00357792,"about_ca_system_score_codex":0.00032936837,"about_ca_system_score_gemma":0.0004297798,"threshold_uncertainty_score":0.011969328},"labels":[],"label_agreement":null},{"id":"W2791295663","doi":"10.1007/978-3-319-65798-1_14","title":"Cognitive Outcomes of Patients with Traumatic Bifrontal Contusions","year":2018,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Neuropsychology; Cognition; Glasgow Coma Scale; Glasgow Outcome Scale; Neuropsychological test; Psychiatry; Cognitive impairment","score_opus":0.017057035483133944,"score_gpt":0.27230929583326346,"score_spread":0.25525226035012955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791295663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99846774,0.00044389477,0.000010906483,0.00008079046,0.000022352819,0.000005041435,0.00024287963,0.0000013672692,0.0007249829],"genre_scores_gemma":[0.998995,0.0002845505,0.000013641279,0.00002142124,0.000040362575,0.0000040373448,0.0005037053,7.049939e-7,0.00013662611],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99983335,0.000021419964,0.000024397645,0.000018439856,0.00003634427,0.00006601219],"domain_scores_gemma":[0.999275,0.0001083431,0.0002648513,0.000032897417,0.00014254135,0.0001763962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022657993,0.0003537956,0.0005509838,0.0008670511,0.00057130883,0.0007984012,0.00032377214,0.00038603068,0.0015974483],"category_scores_gemma":[0.0018809392,0.00011248428,0.0005548682,0.0007986367,0.00029236486,0.000449643,0.0005347642,0.0005702896,0.00023226456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001826146,0.00032555734,0.9768828,0.000072280316,0.000353507,0.002664633,0.0005796765,0.00014498638,0.0005498327,0.00006044375,0.00089349545,0.01564655],"study_design_scores_gemma":[0.000031072246,0.0003461063,0.99718,0.00001154936,0.00011760074,0.0014581587,0.00042573063,0.00007948877,0.00007691137,0.000088378685,0.00017247048,0.000012583787],"about_ca_topic_score_codex":0.010968621,"about_ca_topic_score_gemma":0.008550877,"teacher_disagreement_score":0.010968621,"about_ca_system_score_codex":0.00068733934,"about_ca_system_score_gemma":0.0005033761,"threshold_uncertainty_score":0.021809578},"labels":[],"label_agreement":null},{"id":"W2792395879","doi":"10.1007/978-3-319-65798-1_61","title":"Prediction of the Time to Syncope Occurrence in Patients Diagnosed with Vasovagal Syncope","year":2018,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Vasovagal syncope; Medicine; Supine position; Syncope (phonology); Cardiology; Heart rate; Blood pressure; Internal medicine; Orthostatic vital signs; Neurology; Anesthesia","score_opus":0.007084310311181704,"score_gpt":0.20500908495060413,"score_spread":0.19792477463942243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792395879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99770004,0.0005976482,0.0001576043,0.00010514501,0.00007216821,0.000008679379,0.00038813218,0.000008974161,0.0009615547],"genre_scores_gemma":[0.9986168,0.00026543014,0.00017434744,0.000017936269,0.000075315795,0.000006425869,0.0005891591,0.0000025985103,0.00025193288],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99977916,0.00006104897,0.000038400314,0.00004125689,0.000036885544,0.000043295982],"domain_scores_gemma":[0.9976185,0.0009770737,0.00062795664,0.00006999362,0.00018934664,0.0005171572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038961353,0.00036376846,0.0004981727,0.0010279636,0.0003401236,0.0008284746,0.00031919812,0.0007775475,0.00218102],"category_scores_gemma":[0.00306059,0.00021309083,0.0005746826,0.000580693,0.00014527487,0.0004792835,0.0003520504,0.0008131914,0.0004991122],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028405432,0.000039220682,0.9977963,0.0000078398425,0.000035975132,0.00015045422,0.000019775825,0.00007485031,0.0001302038,0.000013810729,0.000096139025,0.0013514512],"study_design_scores_gemma":[0.000015540527,0.00024151072,0.9973546,0.000011634079,0.00004445064,0.0006540299,0.00009137752,0.0013124462,0.000066064975,0.00005322237,0.00014719531,0.000007886379],"about_ca_topic_score_codex":0.0016933333,"about_ca_topic_score_gemma":0.0018285635,"teacher_disagreement_score":0.00218102,"about_ca_system_score_codex":0.00020806276,"about_ca_system_score_gemma":0.0002697524,"threshold_uncertainty_score":0.007296264},"labels":[],"label_agreement":null},{"id":"W2907737981","doi":"10.1007/978-3-319-62515-7_19","title":"Treatment of Holocord Syringomyelia–Chiari Complex by Posterior Fossa Decompression and a Syringosubarachnoid Shunt in a Single-Stage Single Approach","year":2019,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Syringomyelia; Surgery; Expansive; Decompression; Foramen magnum; Shunt (medical); Chiari malformation; Single stage; Neurosurgery; Hydrocephalus; Radiology; Magnetic resonance imaging","score_opus":0.026039048789896085,"score_gpt":0.2677997491089849,"score_spread":0.24176070031908883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907737981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96421427,0.0066133947,0.019723441,0.0025592588,0.0011007813,0.00034516695,0.00037737945,0.00039570945,0.0046706568],"genre_scores_gemma":[0.98384964,0.0026687812,0.008922485,0.00057192246,0.0012481854,0.0000913658,0.00034793612,0.000051506657,0.002248279],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99966097,0.000022365215,0.000044901026,0.00009040834,0.000058782945,0.00012252749],"domain_scores_gemma":[0.9996952,0.00003816512,0.000037424583,0.000030750907,0.000011836552,0.00018676814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018900965,0.0012713519,0.001770085,0.0012446227,0.0013379712,0.00057171093,0.0007830241,0.0019726043,0.001891194],"category_scores_gemma":[0.000398823,0.00046371704,0.002297609,0.0004946209,0.0007494875,0.0010080832,0.0011753769,0.0020468924,0.00051848014],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036538239,0.0022448269,0.02438808,0.00070775213,0.0006312763,0.7267246,0.00042988645,0.0030585537,0.08564849,0.0010634927,0.0038750395,0.14757411],"study_design_scores_gemma":[0.001087047,0.004397449,0.052795757,0.00010814036,0.00025395094,0.921836,0.00014102292,0.0055210814,0.008934037,0.0011704387,0.0035895435,0.00016555536],"about_ca_topic_score_codex":0.0014125737,"about_ca_topic_score_gemma":0.0037758548,"teacher_disagreement_score":0.0019726043,"about_ca_system_score_codex":0.00061897025,"about_ca_system_score_gemma":0.0012221535,"threshold_uncertainty_score":0.0063266754},"labels":[],"label_agreement":null},{"id":"W2907818076","doi":"10.1007/978-3-319-62515-7_21","title":"The High Cervical Anterolateral Retropharyngeal Approach","year":2019,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Clivus; Neurovascular bundle; Chordoma; Dissection (medical); Decompression; Surgery; Neurosurgery; Cervical spine; Radiology; Anatomy; Skull","score_opus":0.0056482904615642315,"score_gpt":0.24103048269793548,"score_spread":0.23538219223637125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907818076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4441771,0.04838958,0.07248885,0.021608204,0.008604858,0.00040005718,0.0029489466,0.0017271505,0.39965534],"genre_scores_gemma":[0.82414514,0.02174564,0.06294852,0.0072328732,0.006754567,0.00026691373,0.0018285222,0.0003740919,0.0747037],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.99952817,0.00003779934,0.00004837884,0.00008308392,0.00014227972,0.00016035826],"domain_scores_gemma":[0.99965465,0.00006618506,0.000049902206,0.000049439877,0.0000624723,0.000117367585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002713729,0.00079691864,0.00041016858,0.0011950516,0.001400393,0.001595132,0.00075133215,0.0020576005,0.01893327],"category_scores_gemma":[0.00089961395,0.00035236654,0.0014375158,0.00079091964,0.0006647368,0.0018672291,0.0012921497,0.003853822,0.0055226586],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006745473,0.00022196445,0.024167944,0.0013992229,0.00038411573,0.20642988,0.0007424098,0.0015683216,0.063061014,0.012136422,0.037932362,0.65128183],"study_design_scores_gemma":[0.00011715649,0.0007096281,0.034501348,0.0005824027,0.00019800734,0.81253237,0.0005149201,0.0013887326,0.007454395,0.004884298,0.13698305,0.00013368619],"about_ca_topic_score_codex":0.0028772342,"about_ca_topic_score_gemma":0.010350671,"teacher_disagreement_score":0.01893327,"about_ca_system_score_codex":0.0010640367,"about_ca_system_score_gemma":0.0020318725,"threshold_uncertainty_score":0.0633381},"labels":[],"label_agreement":null},{"id":"W2908441663","doi":"10.1007/978-3-319-62515-7_6","title":"Endonasal and Transoral Approaches to the Craniovertebral Junction: A Quantitative Anatomical Study","year":2019,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Surgical Specialties (Canada); Toronto Western Hospital; University Health Network","funders":"Fondazione Giuseppe Alazio; University of Toronto","keywords":"Medicine; Soft palate; Surgery; Neurosurgery; Radiology","score_opus":0.07414335151647675,"score_gpt":0.29184724193087885,"score_spread":0.2177038904144021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908441663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956605,0.00029715174,0.0021586781,0.000013725842,0.0000057355605,0.000026626185,0.000121158846,0.000015882899,0.0017006033],"genre_scores_gemma":[0.99649006,0.0002772688,0.0021024393,0.000011821625,0.000014606837,0.000026822847,0.00008027872,0.000028994751,0.00096779177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992398,0.00017029,0.000087930064,0.00014526238,0.00027626092,0.00008057328],"domain_scores_gemma":[0.99599624,0.0023311747,0.00047896663,0.00028983993,0.0007246893,0.00017907047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011158638,0.00032358733,0.000244702,0.0028224343,0.00048816603,0.00083529763,0.0005062669,0.00044975276,0.003934531],"category_scores_gemma":[0.0036586402,0.00041393714,0.00042372718,0.0012060893,0.0012210703,0.00097179366,0.00066713075,0.00039117903,0.0004283836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007534499,0.0014958583,0.5240389,0.00072993414,0.0003708,0.0046412926,0.006894216,0.0074728746,0.20108928,0.0023264508,0.00048004035,0.24292593],"study_design_scores_gemma":[0.00005291733,0.0026905707,0.9663953,0.000036193604,0.00014245773,0.0113424165,0.002626898,0.004893839,0.008974952,0.00056415284,0.0021536453,0.00012676787],"about_ca_topic_score_codex":0.0032603242,"about_ca_topic_score_gemma":0.0053598885,"teacher_disagreement_score":0.003934531,"about_ca_system_score_codex":0.0005119328,"about_ca_system_score_gemma":0.00044021747,"threshold_uncertainty_score":0.013162315},"labels":[],"label_agreement":null},{"id":"W2967444733","doi":"10.1007/978-3-030-04615-6_1","title":"Vasospasm: A Personal Odyssey","year":2019,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Interventional radiology; Vasospasm; Neuroradiology; Neurosurgery; Neurology; Cerebral vasospasm; Radiology; Internal medicine; Subarachnoid hemorrhage; Psychiatry","score_opus":0.012309829393395966,"score_gpt":0.25139264970163827,"score_spread":0.2390828203082423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967444733","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005748422,0.47954714,0.00210086,0.27258915,0.18818118,0.00003135746,0.0002869303,0.00024962504,0.05126527],"genre_scores_gemma":[0.030189484,0.2551086,0.0012815349,0.09513364,0.55983484,0.000050621053,0.00019391187,0.00011765483,0.058089767],"study_design_codex":"not_applicable","study_design_gemma":"case_report","domain_scores_codex":[0.9993747,0.00014546707,0.00014600759,0.00011893358,0.0001592154,0.000055724184],"domain_scores_gemma":[0.9977664,0.00096704735,0.000292668,0.00019694596,0.00047173005,0.0003052026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008339985,0.0011589582,0.0009593085,0.0018212646,0.0011255619,0.0027526633,0.0007514091,0.0040882346,0.0076287547],"category_scores_gemma":[0.005178784,0.00038348074,0.0006449285,0.0013435034,0.0018400623,0.003631512,0.0017247761,0.0050744633,0.0055690138],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012423345,0.00007217341,0.0020950087,0.00082720595,0.00005953787,0.010381307,0.0004274198,0.00013771364,0.000994345,0.0051227496,0.7776943,0.202064],"study_design_scores_gemma":[0.000030828818,0.00010620916,0.0027512328,0.00076505536,0.000046662313,0.05355794,0.00026255802,0.00013769494,0.0002125769,0.0040805074,0.9380135,0.000035216584],"about_ca_topic_score_codex":0.0006388257,"about_ca_topic_score_gemma":0.0013695844,"teacher_disagreement_score":0.0076287547,"about_ca_system_score_codex":0.00062283635,"about_ca_system_score_gemma":0.00067428115,"threshold_uncertainty_score":0.025520802},"labels":[],"label_agreement":null},{"id":"W3152572523","doi":"10.1007/978-3-030-59436-7_33","title":"Usability of Noninvasive Counterparts of Traditional Autoregulation Indices in Traumatic Brain Injury","year":2021,"lang":"en","type":"book-chapter","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pulsatile flow; Medicine; Traumatic brain injury; Cerebral autoregulation; Autoregulation; Transcranial Doppler; Cerebral blood flow; Cardiology; Intracranial pressure; Neurology; Blood pressure; Anesthesia; Internal medicine","score_opus":0.04179254056948107,"score_gpt":0.27974914871918277,"score_spread":0.2379566081497017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152572523","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039350774,0.33401355,0.33565235,0.0074313525,0.008263837,0.0002694255,0.0008749523,0.0018692601,0.27227446],"genre_scores_gemma":[0.25018483,0.2207822,0.24698043,0.0032287664,0.006592713,0.00066902325,0.00088469207,0.0009626936,0.26971465],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995271,0.00021336829,0.000027853865,0.0000599542,0.00015784052,0.00001383371],"domain_scores_gemma":[0.99880314,0.00095347763,0.000028373457,0.00007164872,0.00012054322,0.000022953896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012119596,0.0007375652,0.0004901586,0.0007705259,0.00014804809,0.0016423286,0.0008350044,0.00077976985,0.007050393],"category_scores_gemma":[0.0019052207,0.0002126871,0.00039582053,0.000596588,0.000629851,0.0019081378,0.0007909385,0.0011795919,0.002457384],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002911439,0.0000973153,0.0012176334,0.000853067,0.000034482833,0.0005894411,0.00048468073,0.00083102443,0.015299236,0.028633347,0.02033169,0.9313369],"study_design_scores_gemma":[0.00009775944,0.002180185,0.024441196,0.0029259196,0.00028424736,0.016063333,0.0010543902,0.024226611,0.049318276,0.13765684,0.7415002,0.00025113203],"about_ca_topic_score_codex":0.00046134874,"about_ca_topic_score_gemma":0.00084397185,"teacher_disagreement_score":0.007050393,"about_ca_system_score_codex":0.00032994285,"about_ca_system_score_gemma":0.00039640322,"threshold_uncertainty_score":0.023585916},"labels":[],"label_agreement":null},{"id":"W3152667071","doi":"10.1007/978-3-030-59436-7_51","title":"Lower Limit of Reactivity Assessed with PRx in an Experimental Setting","year":2021,"lang":"en","type":"book-chapter","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Perfusion; Cerebral perfusion pressure; Intracranial pressure; Blood pressure; Cardiology; Internal medicine; Nuclear medicine; Anesthesia","score_opus":0.026671866537621686,"score_gpt":0.2793508015817947,"score_spread":0.25267893504417305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152667071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74424607,0.053549998,0.045571487,0.0026391484,0.0034575765,0.000890432,0.0028800156,0.0010785474,0.14568666],"genre_scores_gemma":[0.660802,0.03921595,0.025747558,0.0012370944,0.0009793603,0.0017309221,0.0021467526,0.00020332071,0.26793694],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983394,0.00004675288,0.00001007525,0.00003236952,0.00005586251,0.000020898256],"domain_scores_gemma":[0.99988115,0.0000627953,0.000011966705,0.000016951279,0.000014205258,0.000012965774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004053108,0.00065622083,0.00046359593,0.00030305833,0.00022593448,0.0005488168,0.0005776321,0.0007156787,0.008052372],"category_scores_gemma":[0.00025556964,0.00018680944,0.00026725978,0.00015894827,0.0003169538,0.00044667438,0.00029810108,0.0010002289,0.0018803278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006524434,0.004552411,0.0017059807,0.0007635336,0.00006817841,0.0012583241,0.00053906743,0.0006795984,0.67178535,0.0066931173,0.017639032,0.28779095],"study_design_scores_gemma":[0.00053699705,0.0622422,0.06644864,0.00050373323,0.00034473048,0.007314862,0.0007991425,0.005995204,0.7205418,0.013153737,0.12193828,0.00018071261],"about_ca_topic_score_codex":0.0003977686,"about_ca_topic_score_gemma":0.000442524,"teacher_disagreement_score":0.008052372,"about_ca_system_score_codex":0.0002633121,"about_ca_system_score_gemma":0.00022001527,"threshold_uncertainty_score":0.026937902},"labels":[],"label_agreement":null},{"id":"W3152861619","doi":"10.1007/978-3-030-59436-7_36","title":"Optimal Cerebral Perfusion Pressure Assessed with a Multi-Window Weighted Approach Adapted for Prospective Use: A Validation Study","year":2021,"lang":"en","type":"book-chapter","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"NIHR Cambridge Biomedical Research Centre","keywords":"Medicine; Prospective cohort study; Traumatic brain injury; Cerebral perfusion pressure; Retrospective cohort study; Algorithm; Guideline; Autoregulation; Perfusion scanning; Internal medicine; Blood pressure; Cerebral blood flow; Perfusion; Anesthesia; Surgery; Pathology; Computer science","score_opus":0.03753951816418908,"score_gpt":0.2726489332957293,"score_spread":0.23510941513154024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152861619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98564523,0.0006302524,0.009782788,0.000056353823,0.00007326648,0.00063062034,0.0014215538,0.00006810287,0.0016917496],"genre_scores_gemma":[0.985494,0.00047810574,0.010133769,0.00009269819,0.00006571569,0.0006898406,0.0017488907,0.00007266465,0.0012243364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874216,0.00061305583,0.00009532662,0.00031376036,0.00017034242,0.0000652504],"domain_scores_gemma":[0.9969863,0.0009485704,0.00025347396,0.0009871227,0.0006473153,0.00017724365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043503884,0.00090676575,0.00071548636,0.0006473745,0.00046626254,0.0009150386,0.0011181522,0.00092829246,0.0014872908],"category_scores_gemma":[0.0059179603,0.00040088253,0.00045395896,0.0006137959,0.0010058024,0.00077131565,0.0007097381,0.00086650514,0.0010108651],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03358203,0.013964408,0.63697416,0.00065149914,0.0012902274,0.0026536572,0.0021075164,0.0061542625,0.052250814,0.0011500396,0.0048909155,0.24433053],"study_design_scores_gemma":[0.0013795054,0.021331009,0.945899,0.00008829654,0.00062999,0.0037396061,0.0006674508,0.012810338,0.009653387,0.0005038055,0.0031457862,0.00015190073],"about_ca_topic_score_codex":0.002051901,"about_ca_topic_score_gemma":0.0016344702,"teacher_disagreement_score":0.0043503884,"about_ca_system_score_codex":0.00039427067,"about_ca_system_score_gemma":0.0007500773,"threshold_uncertainty_score":0.023007333},"labels":[],"label_agreement":null},{"id":"W3153126530","doi":"10.1007/978-3-030-59436-7_27","title":"Arterial and Venous Cerebral Blood Flow Velocities in Healthy Volunteers","year":2021,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health; Vancouver General Hospital; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"Medicine; Transcranial Doppler; Cerebral blood flow; Volunteer; Population; Cohort; Hemodynamics; Cerebral arteries; Internal medicine; Cardiology; Blood flow; Neuroradiology; Diastole; Neurology; Blood pressure","score_opus":0.008297411041187934,"score_gpt":0.23328877232527348,"score_spread":0.22499136128408553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153126530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99722135,0.00042863164,0.00013819797,0.000039641607,0.000044438726,0.00001416681,0.0003797571,0.00001172887,0.0017220507],"genre_scores_gemma":[0.99766135,0.00027140303,0.00011870545,0.000035374123,0.00007053498,0.00002291937,0.00047162728,0.0000057656803,0.0013422489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998952,0.00001614643,0.000009663383,0.00004207506,0.000011080379,0.00002582851],"domain_scores_gemma":[0.99971944,0.00010599436,0.000030984716,0.000015391754,0.000034159726,0.00009398132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017414238,0.000307117,0.00039287368,0.0006666213,0.00034062573,0.00042894037,0.0001683393,0.0005213107,0.003344658],"category_scores_gemma":[0.00080413686,0.00018302807,0.00018216483,0.0003973252,0.00021359268,0.00028355877,0.00025630635,0.0003211223,0.00067090563],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013938994,0.0012182464,0.89594907,0.00026179905,0.0002818993,0.0057889526,0.002508099,0.00028038656,0.032028865,0.00046561184,0.002313453,0.04496463],"study_design_scores_gemma":[0.000047348625,0.0009157926,0.99682343,0.0000054806355,0.00004026205,0.00086956704,0.0002473916,0.00015969346,0.00039519626,0.000096107506,0.00039266478,0.0000070761394],"about_ca_topic_score_codex":0.0027834545,"about_ca_topic_score_gemma":0.0019789801,"teacher_disagreement_score":0.003344658,"about_ca_system_score_codex":0.0001582496,"about_ca_system_score_gemma":0.00012287771,"threshold_uncertainty_score":0.011188984},"labels":[],"label_agreement":null},{"id":"W3153354100","doi":"10.1007/978-3-030-59436-7_4","title":"Semi-automated Computed Tomography Volumetry as a Proxy for Intracranial Pressure in Patients with Severe Traumatic Brain Injury: Clinical Feasibility Study","year":2021,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Traumatic brain injury; Medicine; Intracranial pressure; Cerebrospinal fluid; Computed tomography; Radiology; Internal medicine","score_opus":0.023174473419616023,"score_gpt":0.3237973114229601,"score_spread":0.30062283800334405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153354100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99924064,0.000101192294,0.00020377623,0.000020480811,0.0000046298137,0.000046030396,0.000054771303,0.0000018308448,0.0003266384],"genre_scores_gemma":[0.99932635,0.00008224718,0.00037958805,0.000015224446,0.000013569575,0.000036143836,0.00007801628,0.0000014499245,0.00006738308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990809,0.0005332078,0.00007896809,0.00009685648,0.00013830981,0.000071846356],"domain_scores_gemma":[0.99745506,0.0012487648,0.00041023572,0.00018986981,0.00038909185,0.00030698703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013347124,0.00056432124,0.00042391042,0.0008496382,0.000359582,0.00073879916,0.00042698032,0.00050379947,0.0010201446],"category_scores_gemma":[0.005344838,0.00038901562,0.0003752171,0.0006096084,0.00066033006,0.000780075,0.0006393066,0.00044503852,0.00031059093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002684584,0.00071619736,0.9833128,0.000057796595,0.000067457935,0.0010709934,0.00070853217,0.0001284212,0.0029853499,0.00006005798,0.00009969722,0.008108168],"study_design_scores_gemma":[0.00022839151,0.0054350323,0.9871776,0.000013411336,0.00008041417,0.002828041,0.0011484827,0.0019678029,0.00076047634,0.000096935946,0.00022730006,0.000036191002],"about_ca_topic_score_codex":0.0013295365,"about_ca_topic_score_gemma":0.0017505309,"teacher_disagreement_score":0.0013347124,"about_ca_system_score_codex":0.0002441804,"about_ca_system_score_gemma":0.00056059746,"threshold_uncertainty_score":0.0070587397},"labels":[],"label_agreement":null},{"id":"W3154723917","doi":"10.1007/978-3-030-59436-7_2","title":"Visualization of Intracranial Pressure Insults After Severe Traumatic Brain Injury: Influence of Individualized Limits of Reactivity","year":2021,"lang":"en","type":"book-chapter","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Traumatic brain injury; Intracranial pressure; Reactivity (psychology); Cerebral perfusion pressure; Intensity (physics); Glasgow Outcome Scale; Anesthesia; Cardiology; Internal medicine; Perfusion; Pathology","score_opus":0.021643870164670814,"score_gpt":0.28600742476002394,"score_spread":0.2643635545953531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154723917","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18743403,0.3395611,0.055238895,0.0058298563,0.0048625562,0.00021527248,0.0003921447,0.00092440646,0.40554172],"genre_scores_gemma":[0.51073414,0.21405981,0.031038392,0.0016001307,0.003440177,0.00029414156,0.00033168317,0.0003160431,0.23818542],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99992144,0.000033352855,0.000003816912,0.000009823401,0.000025337775,0.0000061474975],"domain_scores_gemma":[0.9996798,0.00027208158,0.000013280147,0.000008098597,0.000010971403,0.000015833317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027628615,0.00041268498,0.00023403115,0.00028576847,0.000102596154,0.00064016716,0.00044446826,0.00032813783,0.0046791523],"category_scores_gemma":[0.0005475453,0.00013282581,0.00013885589,0.00017358751,0.000379509,0.00044187758,0.00045344364,0.0005799613,0.0007417331],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085497415,0.00019535859,0.002152642,0.001254471,0.000041780222,0.0046597724,0.0017601886,0.0016362105,0.068817824,0.02008655,0.044568624,0.8539716],"study_design_scores_gemma":[0.00018106149,0.004949913,0.1178383,0.0024699837,0.0001529434,0.057672337,0.0018959879,0.009756801,0.04468132,0.06306497,0.6970738,0.00026257357],"about_ca_topic_score_codex":0.00026675445,"about_ca_topic_score_gemma":0.00085332495,"teacher_disagreement_score":0.0046791523,"about_ca_system_score_codex":0.00014083661,"about_ca_system_score_gemma":0.00016028761,"threshold_uncertainty_score":0.015653312},"labels":[],"label_agreement":null},{"id":"W3154947787","doi":"10.1007/978-3-030-59436-7_6","title":"Analysis of the Association Between Lung Function and Brain Tissue Oxygen Tension in Severe Traumatic Brain Injury","year":2021,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Glasgow Coma Scale; Traumatic brain injury; Fraction of inspired oxygen; Cerebral perfusion pressure; Oxygen tension; Intracranial pressure; Odds ratio; Neurointensive care; Confidence interval; Anesthesia; Internal medicine; Glasgow Outcome Scale; Cardiology; Perfusion; Mechanical ventilation; Oxygen","score_opus":0.015939749815346047,"score_gpt":0.28031823734812883,"score_spread":0.26437848753278276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154947787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999204,0.00022719693,0.0001268024,0.000032596843,0.000013249467,0.0000052608434,0.000217364,0.0000027255492,0.00017090327],"genre_scores_gemma":[0.99851817,0.00018535108,0.00019074786,0.000016935488,0.000044721393,0.000012800423,0.00064169336,0.0000024812575,0.00038710563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99973387,0.00011386185,0.000036781865,0.000038974187,0.000040433704,0.000036083995],"domain_scores_gemma":[0.9986016,0.0007718648,0.00017213689,0.00009196319,0.00013258925,0.00022981691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060285954,0.00028712058,0.0004515486,0.001056935,0.0002600788,0.00038116725,0.00030438337,0.0003170076,0.0016380287],"category_scores_gemma":[0.0014616109,0.00015635687,0.00059593935,0.0006858406,0.00015807753,0.00017390691,0.00028325288,0.0003715832,0.0002484889],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004364814,0.00031194958,0.9745657,0.000058137048,0.00040909616,0.0007106941,0.00013368938,0.00016572006,0.007623116,0.000059085472,0.00037218002,0.011225747],"study_design_scores_gemma":[0.00001329121,0.0007698601,0.9976418,0.0000024506394,0.00007794703,0.000493472,0.00006053888,0.00026897487,0.00043605894,0.000028238353,0.00020228028,0.0000050139906],"about_ca_topic_score_codex":0.0018151772,"about_ca_topic_score_gemma":0.0013092615,"teacher_disagreement_score":0.0018151772,"about_ca_system_score_codex":0.00018204797,"about_ca_system_score_gemma":0.00028524068,"threshold_uncertainty_score":0.005479753},"labels":[],"label_agreement":null},{"id":"W3154948800","doi":"10.1007/978-3-030-59436-7_34","title":"Patient’s Clinical Presentation and CPPopt Availability: Any Association?","year":2021,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"European Commission","keywords":"Glasgow Coma Scale; Medicine; Interquartile range; Glasgow Outcome Scale; Retrospective cohort study; Decompressive craniectomy; Traumatic brain injury; Intracranial pressure; Anesthesia; Surgery","score_opus":0.024561502506874503,"score_gpt":0.3107164485660411,"score_spread":0.2861549460591666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154948800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75639015,0.07541671,0.0031376155,0.08489499,0.0046269833,0.00015096388,0.0017554797,0.00024417829,0.073382944],"genre_scores_gemma":[0.97140944,0.015698196,0.0009915001,0.0033590284,0.005332095,0.00003247161,0.00063909305,0.000026538497,0.0025117255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931145,0.00013908533,0.00013405256,0.0001035709,0.00013721976,0.00017466818],"domain_scores_gemma":[0.99717426,0.0011292186,0.00083418825,0.00010854779,0.00035610222,0.00039761706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006355788,0.0004885715,0.0009024531,0.0015896026,0.00084793166,0.0016274932,0.00080576644,0.003261375,0.016988454],"category_scores_gemma":[0.006232907,0.0003107918,0.000575993,0.0014144543,0.0005761588,0.0022026154,0.00050677767,0.0017804328,0.0020821611],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075893255,0.00029787447,0.596487,0.0005495029,0.00023588903,0.3104154,0.0005431772,0.00024126488,0.0017463117,0.0019962115,0.028358638,0.058369797],"study_design_scores_gemma":[0.00006718637,0.0002175091,0.26666418,0.0011328763,0.00024343803,0.7005433,0.0025308568,0.000995075,0.0006339164,0.004466282,0.022403883,0.00010150761],"about_ca_topic_score_codex":0.0017284063,"about_ca_topic_score_gemma":0.0015544787,"teacher_disagreement_score":0.016988454,"about_ca_system_score_codex":0.00043480375,"about_ca_system_score_gemma":0.0007596684,"threshold_uncertainty_score":0.056832075},"labels":[],"label_agreement":null},{"id":"W3155632916","doi":"10.1007/978-3-030-59436-7_48","title":"Python-Embedded Plugin Implementation in ICM+: Novel Tools for Neuromonitoring Time Series Analysis with Examples Using CENTER-TBI Datasets","year":2021,"lang":"en","type":"book-chapter","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Python (programming language); Scripting language; Computer science; Plug-in; Programming language; Software; Software engineering; Operating system","score_opus":0.047047142840622655,"score_gpt":0.31181997193023797,"score_spread":0.2647728290896153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155632916","genre_codex":"software","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033606656,0.00026024174,0.46300405,0.00034442617,0.00032902285,0.00017942618,0.023476375,0.49763983,0.011405956],"genre_scores_gemma":[0.05925615,0.00096997875,0.5974878,0.0014673658,0.00022312596,0.0016985977,0.07469978,0.21586594,0.048331253],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999648,0.000046423254,0.000039460043,0.000083446306,0.00013914969,0.00004347524],"domain_scores_gemma":[0.9993445,0.00035144127,0.000032281125,0.00010580072,0.000117895586,0.0000480527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080505153,0.0014428687,0.0006201019,0.0009358663,0.0004348091,0.0013029402,0.0018483564,0.0006720319,0.0713744],"category_scores_gemma":[0.002587439,0.000863076,0.0011292552,0.0009867037,0.00035897028,0.0012873478,0.0015855748,0.0016615315,0.034817014],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003808501,0.00018241958,0.0017799232,0.0012907421,0.00014900343,0.0005936148,0.0003037195,0.01737087,0.01236625,0.01016981,0.7229255,0.23248735],"study_design_scores_gemma":[0.000318159,0.00010771755,0.005454556,0.00035208394,0.000083163475,0.001210377,0.000089195266,0.24797598,0.04025009,0.034161422,0.669777,0.00022026473],"about_ca_topic_score_codex":0.0027920073,"about_ca_topic_score_gemma":0.0049090404,"teacher_disagreement_score":0.0713744,"about_ca_system_score_codex":0.00036776043,"about_ca_system_score_gemma":0.0010591071,"threshold_uncertainty_score":0.23877114},"labels":[],"label_agreement":null},{"id":"W3155839749","doi":"10.1007/978-3-030-59436-7_35","title":"Optimal Cerebral Perfusion Pressure Based on Intracranial Pressure-Derived Indices of Cerebrovascular Reactivity: Which One Is Better for Outcome Prediction in Moderate/Severe Traumatic Brain Injury?","year":2021,"lang":"en","type":"book-chapter","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Glasgow Coma Scale; Traumatic brain injury; Intracranial pressure; Cerebral perfusion pressure; Logistic regression; Receiver operating characteristic; Neuroradiology; Multivariate statistics; Internal medicine; Coma (optics); Cardiology; Anesthesia; Neurology; Perfusion; Statistics","score_opus":0.02937777639997916,"score_gpt":0.2697112091539741,"score_spread":0.24033343275399496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155839749","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02659392,0.7976325,0.025023788,0.045291655,0.017711703,0.000099466706,0.0020660567,0.0005187346,0.085062206],"genre_scores_gemma":[0.17703839,0.65034145,0.051156104,0.010008371,0.024801567,0.00032890675,0.002633409,0.00029856246,0.08339332],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99987173,0.000054136242,0.000013702635,0.000018330173,0.00003522427,0.0000067836327],"domain_scores_gemma":[0.9995795,0.00029066167,0.000031369163,0.000016400041,0.000061828505,0.000020257143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061224704,0.00073169405,0.0010282838,0.00069509796,0.00011123799,0.0011259124,0.00073307985,0.00067512924,0.0045883395],"category_scores_gemma":[0.0018538604,0.00019491643,0.00037619902,0.00050730404,0.00047233974,0.0009616,0.00023179446,0.0012859955,0.002232165],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000581721,0.00020331428,0.008582808,0.0015264684,0.00018489215,0.00051248306,0.00017770208,0.0011296057,0.00215287,0.0114652375,0.20067966,0.77280325],"study_design_scores_gemma":[0.00048301407,0.0021613669,0.16828643,0.010126596,0.00087104447,0.01101814,0.0011243004,0.023645384,0.005977943,0.15488577,0.62093896,0.0004810929],"about_ca_topic_score_codex":0.0018929617,"about_ca_topic_score_gemma":0.0042070514,"teacher_disagreement_score":0.0045883395,"about_ca_system_score_codex":0.00042121252,"about_ca_system_score_gemma":0.00055897736,"threshold_uncertainty_score":0.015349507},"labels":[],"label_agreement":null},{"id":"W3156232306","doi":"10.1007/978-3-030-59436-7_10","title":"Cerebrovascular Consequences of Elevated Intracranial Pressure After Traumatic Brain Injury","year":2021,"lang":"en","type":"book-chapter","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cerebral autoregulation; Medicine; Cerebral perfusion pressure; Transcranial Doppler; Cerebral blood flow; Intracranial pressure; Autoregulation; Mean arterial pressure; Anesthesia; Traumatic brain injury; Cardiology; Hemodynamics; Blood pressure; Internal medicine; Heart rate","score_opus":0.019973914955750682,"score_gpt":0.2617109672429152,"score_spread":0.24173705228716452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156232306","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012297125,0.6288563,0.001375771,0.012082252,0.039601218,0.000094733936,0.0004534882,0.00015962425,0.3050795],"genre_scores_gemma":[0.033391435,0.595317,0.0010279892,0.005074929,0.05264472,0.00012451613,0.0005384642,0.00007036523,0.31181064],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99993134,0.000015272237,0.000007922393,0.000007755154,0.000026987778,0.000010880179],"domain_scores_gemma":[0.9998504,0.0001084996,0.000009412114,0.000005003749,0.000015155155,0.000011481911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014345835,0.00084333913,0.00088964804,0.0015293843,0.00063198654,0.0010242761,0.00085772335,0.0016837841,0.009817741],"category_scores_gemma":[0.00045847413,0.000300064,0.0005728711,0.00073519716,0.00055739086,0.00078179844,0.0006837952,0.0015354076,0.0029178942],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028540991,0.0002522663,0.00087866007,0.0020287747,0.000066242406,0.015291439,0.0007637507,0.0006860131,0.002233366,0.010183958,0.43305567,0.5342745],"study_design_scores_gemma":[0.00005376198,0.00045825576,0.016703907,0.0018008697,0.00010253206,0.038249563,0.00027297018,0.00048304227,0.00078733166,0.010674629,0.9303549,0.000058328253],"about_ca_topic_score_codex":0.002319014,"about_ca_topic_score_gemma":0.005965908,"teacher_disagreement_score":0.009817741,"about_ca_system_score_codex":0.0005815748,"about_ca_system_score_gemma":0.00040944605,"threshold_uncertainty_score":0.03284365},"labels":[],"label_agreement":null},{"id":"W3156763318","doi":"10.1007/978-3-030-59436-7_41","title":"Methodological Consideration on Monitoring Refractory Intracranial Hypertension and Autonomic Nervous System Activity","year":2021,"lang":"en","type":"book-chapter","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Baroreflex; Intracranial pressure; Autonomic nervous system; Blood pressure; Heart rate variability; Neurosurgery; Neurology; Heart rate; Neuroradiology; Refractory (planetary science); Anesthesia; Cardiology; Internal medicine; Intensive care medicine; Surgery","score_opus":0.10900814507038005,"score_gpt":0.30610049173538784,"score_spread":0.1970923466650078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156763318","genre_codex":"review","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0207115,0.28638503,0.22427538,0.117915176,0.112514965,0.0012432464,0.0011525766,0.0005959624,0.23520625],"genre_scores_gemma":[0.07501256,0.15541595,0.28545916,0.10014472,0.062612124,0.0029537377,0.0010148827,0.0007958882,0.3165911],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952468,0.003091103,0.00040186985,0.00030818177,0.0008863095,0.00006581969],"domain_scores_gemma":[0.97877413,0.017725978,0.00033994205,0.0009477266,0.0020503602,0.00016185002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01382767,0.0007291951,0.0009580193,0.001167955,0.00070153404,0.0026145345,0.0027602753,0.0017756772,0.005496774],"category_scores_gemma":[0.015728965,0.00030969857,0.0005374326,0.00091470825,0.0020284546,0.0020403971,0.0015484078,0.0022067463,0.0027940539],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005022769,0.00026853272,0.003101989,0.002963862,0.000110350644,0.0018578798,0.001654948,0.0007446243,0.01587037,0.082141474,0.21074358,0.68004006],"study_design_scores_gemma":[0.000053017076,0.00047982042,0.008537282,0.0026146688,0.000117051604,0.0036648528,0.0008622665,0.0011613908,0.006438778,0.07261321,0.9033893,0.000068301444],"about_ca_topic_score_codex":0.0016019125,"about_ca_topic_score_gemma":0.008353396,"teacher_disagreement_score":0.01382767,"about_ca_system_score_codex":0.0010805576,"about_ca_system_score_gemma":0.0015898152,"threshold_uncertainty_score":0.07312858},"labels":[],"label_agreement":null},{"id":"W3173293408","doi":"10.1007/978-3-030-69217-9_11","title":"Possible Overcoming of Tumor Hypoxia with Adaptive Hypofractionated Radiosurgery of Large Brain Metastases: A Biological Modeling Study","year":2021,"lang":"en","type":"book-chapter","venue":"Acta neurochirurgica. Supplementum","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiosurgery; Hypoxia (environmental); Nuclear medicine; Stage (stratigraphy); Brain tissue; Radiation therapy; Radiology; Internal medicine","score_opus":0.041313402261901985,"score_gpt":0.2826612596851227,"score_spread":0.24134785742322068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173293408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62472695,0.0131749315,0.29995447,0.0019408362,0.00028295178,0.00011467681,0.00048397813,0.0003494105,0.05897181],"genre_scores_gemma":[0.966004,0.0037880987,0.015833143,0.00012132705,0.000048130678,0.000075803706,0.00010027335,0.00006928531,0.013959919],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999752,0.0000068371537,6.9039965e-7,0.0000060322027,0.000006488857,0.0000047855915],"domain_scores_gemma":[0.99992716,0.00004567929,0.000011494033,0.0000033663512,0.000006735878,0.000005578309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000080985556,0.0003399471,0.00038730548,0.00010631841,0.00013183264,0.0004237977,0.00059383607,0.00045019903,0.0014542],"category_scores_gemma":[0.00023531906,0.0001477701,0.0005014696,0.00014719479,0.00022130136,0.0004149614,0.00021753051,0.00028145546,0.00013535173],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010629657,0.000091978676,0.0005667369,0.00017540522,0.000031761676,0.0002449013,0.00006750232,0.9104923,0.060957886,0.0102502145,0.0012474308,0.015767582],"study_design_scores_gemma":[0.000013657383,0.00014102591,0.0009062578,0.000009034334,0.000022947122,0.00011674902,0.000030539857,0.98825616,0.005801682,0.0026032245,0.0020864126,0.000012343619],"about_ca_topic_score_codex":0.0019555963,"about_ca_topic_score_gemma":0.00181046,"teacher_disagreement_score":0.0019555963,"about_ca_system_score_codex":0.0003552511,"about_ca_system_score_gemma":0.0002984634,"threshold_uncertainty_score":0.004864812},"labels":[],"label_agreement":null},{"id":"W3216589638","doi":"10.1007/978-3-030-85292-4_21","title":"Foundations of Lesion Detection Using Machine Learning in Clinical Neuroimaging","year":2021,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Lesion; Neuroimaging; Neuroradiology; Machine learning; Artificial intelligence; Computer science; Medicine; Neurology; Neuroscience; Psychology; Pathology","score_opus":0.0551451609715959,"score_gpt":0.3543353694269238,"score_spread":0.2991902084553279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216589638","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021153808,0.018394275,0.92009085,0.019820366,0.00043477968,0.00009817403,0.0003202847,0.00019603065,0.019491414],"genre_scores_gemma":[0.6276687,0.017313346,0.343282,0.001581668,0.0040862774,0.00027013032,0.00039770256,0.00010224508,0.005297909],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9969308,0.0014698067,0.00022725777,0.0006580583,0.000569028,0.00014511758],"domain_scores_gemma":[0.93592596,0.055626612,0.0015601947,0.0031124766,0.0031268776,0.0006478497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008139924,0.00070303347,0.0012083725,0.0024861996,0.0007527686,0.0051273447,0.0021916754,0.0023311302,0.0034779233],"category_scores_gemma":[0.03123626,0.0012810767,0.0011523109,0.0011716544,0.005150023,0.0058083725,0.0027704888,0.0038122241,0.00067626964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071114846,0.00016163645,0.0046584876,0.00034748283,0.00015664131,0.00024940568,0.00013846451,0.05068635,0.0007218389,0.83359796,0.0035028802,0.10570771],"study_design_scores_gemma":[0.000011725445,0.000026935508,0.0010758309,0.00012563614,0.000018973522,0.00008699973,0.0000209884,0.18418248,0.00034239874,0.8114583,0.0026275916,0.000022193848],"about_ca_topic_score_codex":0.0031695717,"about_ca_topic_score_gemma":0.0021080873,"teacher_disagreement_score":0.008139924,"about_ca_system_score_codex":0.00224506,"about_ca_system_score_gemma":0.0022115496,"threshold_uncertainty_score":0.04304856},"labels":[],"label_agreement":null},{"id":"W336342567","doi":"10.1007/978-3-7091-6232-3_45","title":"A Novel Drug Delivery System as Prophylaxis for Cerebral Vasospasm","year":2001,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Intrathecal; Vasospasm; Anesthesia; Lumbar puncture; Drug; Cerebrospinal fluid; Catheter; Cerebral vasospasm; Subarachnoid hemorrhage; Pharmacology; Surgery; Internal medicine","score_opus":0.01870710926048822,"score_gpt":0.2572984340244793,"score_spread":0.23859132476399106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W336342567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81076926,0.11326804,0.053058702,0.0031133236,0.0044276454,0.0007353525,0.00039532143,0.0009036838,0.013328626],"genre_scores_gemma":[0.8908813,0.047058504,0.044649333,0.0010206276,0.0009908928,0.00033822484,0.0004124316,0.0000662878,0.014582429],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999238,0.000018153123,0.0000070469137,0.000016299347,0.000016411026,0.000018228102],"domain_scores_gemma":[0.9999529,0.00001545127,0.000008803668,0.000004732945,0.00000847209,0.000009661913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021015304,0.0003019716,0.00052104297,0.00033692806,0.00025947348,0.0004540836,0.00039987278,0.0005190525,0.0020089028],"category_scores_gemma":[0.00016418562,0.00014828912,0.0003545597,0.00012165066,0.00015894919,0.0005246896,0.00023760332,0.0004859144,0.0007180455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017051008,0.0006465892,0.00029107198,0.00068625814,0.00007702885,0.0010015084,0.000057812784,0.00021287466,0.81649876,0.0013906531,0.0028717928,0.17456058],"study_design_scores_gemma":[0.0012298755,0.0159776,0.0045056446,0.000104920335,0.00071738893,0.007713084,0.000057770034,0.004617132,0.86185545,0.00068623084,0.10246265,0.00007220393],"about_ca_topic_score_codex":0.00026103223,"about_ca_topic_score_gemma":0.0003351398,"teacher_disagreement_score":0.0020089028,"about_ca_system_score_codex":0.00018918903,"about_ca_system_score_gemma":0.00021671798,"threshold_uncertainty_score":0.0067204833},"labels":[],"label_agreement":null},{"id":"W3481198","doi":"10.1007/978-3-7091-8941-2_3","title":"USING TRUCK TRACTOR LOGS TO ESTIMATE TRAVEL TIMES AT CANADA-U.S. BORDER CROSSINGS IN SOUTHERN ONTARIO","year":2003,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Traffic Prediction and Management Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tractor; Truck; TRIPS architecture; Travel time; Geography; Transport engineering; Statistics; Engineering; Mathematics; Automotive engineering","score_opus":0.011881407691675627,"score_gpt":0.253577129081079,"score_spread":0.24169572138940337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3481198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942608,0.00023992677,0.0002880145,0.000051131217,0.0000049674404,0.00008372473,0.0024785183,0.000030399502,0.0025625157],"genre_scores_gemma":[0.99361306,0.0003516809,0.0008981087,0.000013617125,0.0000031905597,0.0000396317,0.0022354415,0.000008359541,0.002836931],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99971753,0.000018789793,0.000016743623,0.00004720205,0.00012132685,0.00007846505],"domain_scores_gemma":[0.99905056,0.000076022516,0.00019980883,0.000031822732,0.00044762972,0.0001941042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021173329,0.00054407347,0.0002041786,0.0024554362,0.0017949211,0.0010691304,0.0006476522,0.00032592766,0.0015985454],"category_scores_gemma":[0.0013650937,0.00027858713,0.00029715363,0.003999974,0.000763177,0.00039686222,0.0005826986,0.00028457463,0.000374764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011613334,0.000034700566,0.98214126,0.0000635465,0.0000528418,0.00026991282,0.0034760735,0.0014182716,0.0010902756,0.00015329426,0.0008469941,0.010336751],"study_design_scores_gemma":[0.0000053204167,0.000027698272,0.9939418,0.0000141415785,0.0000118280195,0.000038019694,0.0027572887,0.0013185008,0.00012417897,0.000035609202,0.0017131119,0.000012478922],"about_ca_topic_score_codex":0.9946964,"about_ca_topic_score_gemma":0.99811363,"teacher_disagreement_score":0.01876883,"about_ca_system_score_codex":0.01876883,"about_ca_system_score_gemma":0.013086646,"threshold_uncertainty_score":0.13617802},"labels":[],"label_agreement":null},{"id":"W35063644","doi":"10.1007/3-211-32318-x_27","title":"Cerebral blood flow augmentation in patients with severe subarachnoid haemorrhage","year":2006,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Cerebral blood flow; Intracranial pressure; Cerebral perfusion pressure; Anesthesia; Subarachnoid hemorrhage; Microdialysis; Oxygenation; Ischemia; Perfusion; Middle cerebral artery; Blood flow; Blood pressure; Internal medicine; Central nervous system","score_opus":0.005579553121272762,"score_gpt":0.2095459664334371,"score_spread":0.20396641331216434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W35063644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807906,0.013077056,0.0003171243,0.0009795692,0.00063692074,0.000021890195,0.00022276952,0.00003422934,0.003919669],"genre_scores_gemma":[0.99308276,0.0050846,0.00020950144,0.00013721212,0.00077801896,0.000017303595,0.00022787647,0.0000053922536,0.00045714897],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99991965,0.000020550588,0.000016461901,0.000008755548,0.000015459245,0.000019065677],"domain_scores_gemma":[0.9996389,0.00015310357,0.00007465003,0.000018338667,0.000024377992,0.000090616355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017120744,0.00032425465,0.00075464044,0.00069067907,0.00032983779,0.00044531203,0.00023715339,0.0005497925,0.0016476661],"category_scores_gemma":[0.0010839372,0.00013843442,0.0004038783,0.00057633565,0.00024377473,0.00027122986,0.00023236536,0.0005213641,0.0002325409],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019258399,0.00074954535,0.5430399,0.0010403995,0.0004991539,0.14136785,0.0008023967,0.0009865224,0.015578586,0.00062108214,0.011784045,0.26427206],"study_design_scores_gemma":[0.00075970544,0.005749957,0.8354053,0.0000917366,0.0003740614,0.14698346,0.00035156493,0.0009835863,0.0026765706,0.00062519,0.0059280186,0.00007086976],"about_ca_topic_score_codex":0.00061522325,"about_ca_topic_score_gemma":0.0006364359,"teacher_disagreement_score":0.0016476661,"about_ca_system_score_codex":0.00023454873,"about_ca_system_score_gemma":0.0002636236,"threshold_uncertainty_score":0.0055120587},"labels":[],"label_agreement":null},{"id":"W38146526","doi":"10.1007/978-3-211-99651-5_36","title":"Intra-operative Robotics: NeuroArm","year":2010,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Soft Robotics and Applications","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Robotics; Artificial intelligence; Computer science; Surgical robot; Robot; Manipulator (device); Medical robotics; Computer vision; Medical physics; Medicine","score_opus":0.007525141505260804,"score_gpt":0.2356673084087632,"score_spread":0.22814216690350242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W38146526","genre_codex":"review","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016205223,0.62347686,0.07163454,0.016897576,0.093546666,0.00013741817,0.00073195604,0.0020112856,0.1753585],"genre_scores_gemma":[0.04680733,0.33076477,0.028211717,0.0035572578,0.053170707,0.0001663179,0.0018061696,0.00061395974,0.53490174],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995685,0.000067751025,0.00005065962,0.000070415255,0.00019450212,0.000048245376],"domain_scores_gemma":[0.9992198,0.00014173953,0.000054375607,0.000099150035,0.00032460474,0.0001604541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007558582,0.001427782,0.00082406745,0.0022571739,0.00048970163,0.0014063678,0.0008808333,0.0016176808,0.028709244],"category_scores_gemma":[0.00091261853,0.00042584457,0.00051738514,0.0015245025,0.0009265375,0.00237237,0.0012150881,0.0014628132,0.0171149],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014225172,0.00011562359,0.0003856079,0.0014454898,0.000032826003,0.00041725955,0.00008169016,0.00049451314,0.007013721,0.00855062,0.24190292,0.73941755],"study_design_scores_gemma":[0.000014548247,0.00023688017,0.0020012122,0.00056735735,0.000031109717,0.005341128,0.000056796125,0.000979714,0.003938613,0.0067769806,0.9800118,0.000043926077],"about_ca_topic_score_codex":0.0006887577,"about_ca_topic_score_gemma":0.002254568,"teacher_disagreement_score":0.028709244,"about_ca_system_score_codex":0.0006091302,"about_ca_system_score_gemma":0.00091289455,"threshold_uncertainty_score":0.09604198},"labels":[],"label_agreement":null},{"id":"W38179299","doi":"10.1007/978-3-319-04981-6_5","title":"Mouse Genetic Background Is Associated with Variation in Secondary Complications After Subarachnoid Hemorrhage","year":2014,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Subarachnoid hemorrhage; Medicine; Vasospasm; Cerebral vasospasm; Pathophysiology; Anesthesia; Neurology; Stroke (engine); Anterior cerebral artery; Middle cerebral artery; Internal medicine; Cardiology; Ischemia; Psychiatry","score_opus":0.011119107704666032,"score_gpt":0.23319022585792584,"score_spread":0.2220711181532598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W38179299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977089,0.00027882683,0.0005946508,0.000060494993,0.000035312845,0.000012095272,0.00063294754,0.000052592906,0.0006241671],"genre_scores_gemma":[0.99524975,0.00039817518,0.0010289224,0.00007376076,0.000041160598,0.000031620657,0.0008154721,0.00014601887,0.0022150988],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992803,0.00015951708,0.00012838624,0.00021937594,0.000121287085,0.000091124944],"domain_scores_gemma":[0.9982607,0.00034413525,0.00092842156,0.00013333534,0.000078363846,0.0002549456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028843893,0.0008023519,0.00060949166,0.0025353006,0.00037269402,0.00061489345,0.0006489157,0.00082762237,0.008270929],"category_scores_gemma":[0.00069001154,0.0003736371,0.0006368582,0.00089787005,0.00052054087,0.00021195185,0.0005491527,0.000660013,0.0006888559],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047941324,0.0007228748,0.029323837,0.00010919576,0.0003767518,0.003814796,0.0002391528,0.000103384766,0.9531904,0.00053167675,0.0005097617,0.0062839887],"study_design_scores_gemma":[0.0003077823,0.0019426763,0.849075,0.00008937034,0.001277424,0.019494265,0.00039942274,0.0012040514,0.12125552,0.0005995165,0.004219531,0.00013541212],"about_ca_topic_score_codex":0.00064914086,"about_ca_topic_score_gemma":0.0008107925,"teacher_disagreement_score":0.008270929,"about_ca_system_score_codex":0.00021497894,"about_ca_system_score_gemma":0.00016085965,"threshold_uncertainty_score":0.027668953},"labels":[],"label_agreement":null},{"id":"W4385617205","doi":"10.1007/978-3-030-12887-6_2","title":"Different Approaches in Skull Base Surgery Carry Risks for Different Types of Complications","year":2023,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Skull; Surgery; Neurosurgery; Pneumocephalus; Neurovascular bundle; Interventional radiology; Empyema; Craniotomy; Complication","score_opus":0.20317994692015082,"score_gpt":0.3568549789641083,"score_spread":0.15367503204395747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385617205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88839024,0.039276876,0.013410031,0.003216005,0.0016057842,0.000107120446,0.000782808,0.00025716444,0.052953858],"genre_scores_gemma":[0.95738834,0.020281162,0.010241654,0.0012964281,0.0010289393,0.00009483527,0.0010321093,0.00020075076,0.00843583],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99834394,0.00022621863,0.00024626908,0.00017107466,0.0006296118,0.00038298575],"domain_scores_gemma":[0.9957445,0.0015656133,0.0011738891,0.00050865527,0.00051225076,0.0004951488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012640174,0.00067136355,0.0006450204,0.0019471565,0.001680793,0.0024460335,0.00057726033,0.0010885841,0.006875929],"category_scores_gemma":[0.0053586354,0.00024148938,0.0030197776,0.0020632087,0.00091579393,0.0010855782,0.0014725591,0.0019824763,0.0020602401],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019398944,0.00046137912,0.3288048,0.0011832784,0.0018154333,0.022437168,0.001343452,0.0013952715,0.017056642,0.0068290206,0.007667428,0.6090662],"study_design_scores_gemma":[0.00017323127,0.0020769937,0.7111222,0.0009289984,0.0018367561,0.20756888,0.0032193766,0.0009727838,0.010630313,0.014830357,0.046404764,0.00023527455],"about_ca_topic_score_codex":0.0013871547,"about_ca_topic_score_gemma":0.002212599,"teacher_disagreement_score":0.006875929,"about_ca_system_score_codex":0.0009220123,"about_ca_system_score_gemma":0.00095589086,"threshold_uncertainty_score":0.023002267},"labels":[],"label_agreement":null},{"id":"W4385617223","doi":"10.1007/978-3-030-12887-6_10","title":"Complication of Middle Cerebral Artery Aneurysm Surgery: An M2 Tear at the Neck, Managed with a Salvage M2-to-M2 In Situ Bypass","year":2023,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Surgery; Clipping (morphology); Aneurysm; Middle cerebral artery; Interventional radiology; Neurosurgery; Complication; Anastomosis; Ischemia; Cardiology","score_opus":0.028692754594958958,"score_gpt":0.2587599861048001,"score_spread":0.23006723150984115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385617223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96731144,0.0069821086,0.0029115821,0.006420753,0.0024583947,0.000115927774,0.0006059765,0.00014337659,0.013050536],"genre_scores_gemma":[0.98710465,0.0028272658,0.0012905266,0.0013965201,0.0033036028,0.00004701536,0.0004690817,0.000034870343,0.003526524],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9998029,0.0000133372005,0.000027192633,0.000030162028,0.00004023919,0.000086198896],"domain_scores_gemma":[0.99957615,0.00006909994,0.000086967244,0.000050092054,0.000035222456,0.00018245092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014452105,0.001158227,0.00097248564,0.0011312853,0.0017893286,0.001049565,0.0007429007,0.0020952746,0.002535261],"category_scores_gemma":[0.0009593863,0.00028770725,0.0011149076,0.0007004901,0.0005860114,0.0007788812,0.00075062475,0.0025097607,0.00071591063],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023626775,0.00012457703,0.015991244,0.0000847496,0.00006452213,0.9711959,0.00013230386,0.00016143467,0.0019789336,0.00027172553,0.0017532586,0.00800511],"study_design_scores_gemma":[0.000037699447,0.00029796606,0.025744386,0.000029867913,0.00007246765,0.9701278,0.0001285882,0.00046883235,0.0011745488,0.00034194964,0.0015475535,0.000028299446],"about_ca_topic_score_codex":0.0020883041,"about_ca_topic_score_gemma":0.002738292,"teacher_disagreement_score":0.002535261,"about_ca_system_score_codex":0.0011473786,"about_ca_system_score_gemma":0.0009120843,"threshold_uncertainty_score":0.008481264},"labels":[],"label_agreement":null},{"id":"W4385619952","doi":"10.1007/978-3-030-12887-6_21","title":"Wrong-Level Spine Surgery: Introduction of a Protocol for Avoidance of This Complication","year":2023,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Medicine; Complication; Surgery; Magnetic resonance imaging; Incidence (geometry); Checklist; Spinal cord compression; Radiography; Neuroradiology; Protocol (science); Neurosurgery; Radiology; Spinal cord; Neurology","score_opus":0.09587384474555953,"score_gpt":0.37160852945671047,"score_spread":0.2757346847111509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385619952","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15785629,0.0145796295,0.2190357,0.17390946,0.030470304,0.21770108,0.004418793,0.006883302,0.17514552],"genre_scores_gemma":[0.15655138,0.02063171,0.52935004,0.05227976,0.013856978,0.1481816,0.004868515,0.0012322236,0.073047794],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99657106,0.001012579,0.0011524758,0.00026267912,0.0006965986,0.00030460712],"domain_scores_gemma":[0.9932372,0.0016193704,0.0011658504,0.0009435504,0.0020225535,0.0010115363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005549604,0.0010442178,0.0010472115,0.001734819,0.003024926,0.0012536143,0.0013601882,0.004719518,0.014979113],"category_scores_gemma":[0.012734015,0.00062535924,0.001157783,0.0006643701,0.001036613,0.0016289427,0.002147461,0.0057178554,0.009534011],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036516497,0.008864054,0.010695997,0.0046495683,0.00018350671,0.0063362857,0.002601364,0.0026461093,0.041944295,0.009974929,0.30878776,0.59966445],"study_design_scores_gemma":[0.0038940294,0.012653352,0.11488779,0.009066876,0.0002774559,0.016612886,0.0023345966,0.0034878633,0.019359177,0.018613717,0.7975748,0.0012375234],"about_ca_topic_score_codex":0.0009892224,"about_ca_topic_score_gemma":0.0034354746,"teacher_disagreement_score":0.014979113,"about_ca_system_score_codex":0.0012095004,"about_ca_system_score_gemma":0.0051401113,"threshold_uncertainty_score":0.05011016},"labels":[],"label_agreement":null},{"id":"W4404594057","doi":"10.1007/978-3-031-61601-3_1","title":"Preventing Wrong-Level Spine Surgery","year":2024,"lang":"en","type":"review","venue":"Acta neurochirurgica. Supplementum","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Harm; SAFER; Protocol (science); Fluoroscopy; Population; Event (particle physics); Medical physics; Surgery; Alternative medicine; Psychology; Computer science; Computer security","score_opus":0.23551109448642932,"score_gpt":0.49675040787823443,"score_spread":0.2612393133918051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404594057","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36213398,0.089698754,0.027068587,0.2721836,0.018715324,0.0015456573,0.0016139969,0.0015587237,0.22548139],"genre_scores_gemma":[0.87442636,0.04919029,0.020350602,0.034343608,0.004292904,0.00040474607,0.00088074716,0.00013512158,0.015975649],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939446,0.0021761626,0.00065893144,0.0002778522,0.002410772,0.00053179153],"domain_scores_gemma":[0.970292,0.008090649,0.0079878755,0.0016779959,0.008572817,0.0033786509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043598125,0.00039479966,0.00039334042,0.00092886086,0.001081606,0.0017745518,0.0008612875,0.0020500664,0.019064128],"category_scores_gemma":[0.043636505,0.00015096203,0.0006035722,0.00047786025,0.0011278588,0.0016001688,0.0021559524,0.0018387205,0.005385329],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003672994,0.000755496,0.13956472,0.006106771,0.00014300205,0.0016409714,0.0018288925,0.0006139732,0.0021794785,0.0047861473,0.10035601,0.74165726],"study_design_scores_gemma":[0.00022517389,0.0031530685,0.49370462,0.0278219,0.00050635723,0.022493627,0.009632801,0.0019421896,0.007064266,0.013122396,0.42005762,0.00027604267],"about_ca_topic_score_codex":0.0025273496,"about_ca_topic_score_gemma":0.0042892992,"teacher_disagreement_score":0.019064128,"about_ca_system_score_codex":0.0012678602,"about_ca_system_score_gemma":0.008247779,"threshold_uncertainty_score":0.06377584},"labels":[],"label_agreement":null},{"id":"W4412152943","doi":"10.1007/978-3-031-89844-0_16","title":"ADC Threshold Indicating the Ischemic Region for Predicting Efficacy in Thrombectomy","year":2025,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Modified Rankin Scale; Receiver operating characteristic; Effective diffusion coefficient; Occlusion; Ischemic stroke; Area under the curve; Internal carotid artery; Stroke (engine); Internal medicine; Nuclear medicine; Cardiology; Radiology; Ischemia; Magnetic resonance imaging","score_opus":0.01761692068200289,"score_gpt":0.29351687324736137,"score_spread":0.2758999525653585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412152943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99662054,0.0013105905,0.0008178457,0.000059873084,0.000014499848,0.000013952056,0.0001944819,0.000016160038,0.00095203443],"genre_scores_gemma":[0.9995036,0.0000864457,0.0002336132,0.0000058820315,0.000008482906,0.0000040582318,0.0001001554,0.0000013700876,0.000056446686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996648,0.00011298586,0.000061460225,0.000043629356,0.00007264085,0.00004436446],"domain_scores_gemma":[0.9976351,0.0008003599,0.0009349225,0.000103560094,0.00029802203,0.00022800728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009422379,0.0003439544,0.00026435478,0.001234812,0.00015510699,0.00061471004,0.00026031895,0.0005127027,0.0013254541],"category_scores_gemma":[0.0047762734,0.00013854005,0.00027748913,0.0005931991,0.0003314391,0.00043329844,0.00025954572,0.00033280664,0.0003373377],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005291554,0.000021543243,0.9943453,0.000019285068,0.000053126343,0.00012441268,0.000021066542,0.00029586148,0.0008729021,0.000039442286,0.000112923735,0.00356492],"study_design_scores_gemma":[0.00001933555,0.00025715097,0.993519,0.000023765944,0.0001263718,0.00097488944,0.00008497895,0.003416593,0.0010630826,0.00017233554,0.00033353074,0.0000088853185],"about_ca_topic_score_codex":0.0011078148,"about_ca_topic_score_gemma":0.0011229587,"teacher_disagreement_score":0.0013254541,"about_ca_system_score_codex":0.0002618818,"about_ca_system_score_gemma":0.0002701825,"threshold_uncertainty_score":0.004983127},"labels":[],"label_agreement":null},{"id":"W6163183","doi":"10.1007/978-3-319-04981-6_42","title":"Impaired Cerebrovascular Reactivity in the Early Phase of Subarachnoid Hemorrhage in Good Clinical Grade Patients Does Not Predict Vasospasm","year":2014,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Toronto Western Hospital; Ottawa Hospital; Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Vasospasm; Transcranial Doppler; Subarachnoid hemorrhage; Middle cerebral artery; Anesthesia; Neurology; Cardiology; Cerebral blood flow; Neuroradiology; Internal medicine; Ischemia","score_opus":0.02133728550124565,"score_gpt":0.2930808145004936,"score_spread":0.271743528999248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6163183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936166,0.001390448,0.00018027227,0.00018846321,0.00013767686,0.000015005885,0.00044234341,0.000012634969,0.0040167314],"genre_scores_gemma":[0.9985354,0.00043682658,0.00012191982,0.00003579903,0.00011995433,0.0000073241104,0.0004174016,0.0000051932843,0.00032013791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99977094,0.000057650668,0.000037691803,0.000029527078,0.000042866162,0.000061345585],"domain_scores_gemma":[0.9971908,0.00071125047,0.0009476409,0.00015992607,0.00024688002,0.00074351823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039897359,0.00037099107,0.00080105814,0.0009851871,0.00046054664,0.0012419168,0.00035307775,0.0007341019,0.0035198226],"category_scores_gemma":[0.0026770297,0.00024790392,0.0006067505,0.0007030315,0.00032555813,0.00047867696,0.00035667757,0.0007323079,0.000779888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085435295,0.00006597977,0.9926755,0.000034632027,0.00007037464,0.00070304406,0.000041745367,0.000033235174,0.000892066,0.000036351004,0.00038026742,0.004212457],"study_design_scores_gemma":[0.00001512216,0.0002742196,0.9978144,0.000013144877,0.0000738795,0.0010983575,0.000063951644,0.0001031986,0.00017109551,0.00010694055,0.00025720533,0.000008384679],"about_ca_topic_score_codex":0.001336688,"about_ca_topic_score_gemma":0.0020718705,"teacher_disagreement_score":0.0035198226,"about_ca_system_score_codex":0.0002630301,"about_ca_system_score_gemma":0.00038690306,"threshold_uncertainty_score":0.011775017},"labels":[],"label_agreement":null},{"id":"W6834570","doi":"10.1007/978-3-319-04981-6_23","title":"How Spreading Depolarization Can Be the Pathophysiological Correlate of Both Migraine Aura and Stroke","year":2014,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cortical spreading depression; Depolarization; Medicine; Neuroscience; Migraine; Internal medicine; Biology","score_opus":0.015489725143578449,"score_gpt":0.23901881464267566,"score_spread":0.22352908949909722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6834570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5897367,0.3354741,0.0019168161,0.02124114,0.0066338666,0.00021589089,0.0023657873,0.000055705466,0.042360034],"genre_scores_gemma":[0.87739915,0.10776259,0.0017562445,0.0020848303,0.00522247,0.00009240951,0.0014586935,0.000016879154,0.0042068223],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99922824,0.00043078067,0.00013999807,0.00006684328,0.00008291597,0.00005132599],"domain_scores_gemma":[0.99618715,0.0024439609,0.00050573924,0.00030846146,0.00042034016,0.00013422713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019147296,0.00036100435,0.00063733,0.0016029258,0.00030000106,0.002091175,0.00042834703,0.0010662957,0.005740326],"category_scores_gemma":[0.0068163513,0.00017370936,0.00042696384,0.0012313976,0.0004791296,0.001628462,0.00052198244,0.0005969799,0.0010844251],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039988593,0.00046847717,0.53533196,0.0056519136,0.0020369585,0.004474305,0.0023484789,0.00017538098,0.018864756,0.006406198,0.033707485,0.3865352],"study_design_scores_gemma":[0.00030131693,0.0018201205,0.9269165,0.0019604021,0.0019889518,0.014842327,0.0024785444,0.0003786851,0.0025518562,0.011709869,0.03495629,0.00009522917],"about_ca_topic_score_codex":0.0013884479,"about_ca_topic_score_gemma":0.002541446,"teacher_disagreement_score":0.005740326,"about_ca_system_score_codex":0.00021596137,"about_ca_system_score_gemma":0.0003955011,"threshold_uncertainty_score":0.019203246},"labels":[],"label_agreement":null}]}