{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":255,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":255,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"7f543594883c","filters":{"venue":"Neurocritical Care"}},"results":[{"id":"W2214011890","doi":"10.1007/s12028-015-0222-x","title":"Guideline for Reversal of Antithrombotics in Intracranial Hemorrhage","year":2015,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":691,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Medicine; Neurointensive care; Antithrombotic; Guideline; Intensive care medicine; Neurology; Prothrombin complex concentrate; Heparin; Stroke (engine); Intracerebral hemorrhage; Warfarin; Anesthesia; Internal medicine; Subarachnoid hemorrhage","authors":[{"name":"Jennifer Frontera","is_ca":false},{"name":"John J. Lewin","is_ca":false},{"name":"Alejandro A. Rabinstein","is_ca":false},{"name":"Imo Aisiku","is_ca":false},{"name":"Anne W. Alexandrov","is_ca":false},{"name":"Aaron M. Cook","is_ca":false},{"name":"Gregory J. del Zoppo","is_ca":false},{"name":"Monisha A. Kumar","is_ca":false},{"name":"Ellinor I.B. Peerschke","is_ca":false},{"name":"Michael Stiefel","is_ca":false},{"name":"Jeanne Teitelbaum","is_ca":true},{"name":"Katja E. Wartenberg","is_ca":false},{"name":"Cindy Zerfoss","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08571961510090094,"gpt":0.4385228082116651,"spread":0.3528031931107642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001778092,0.001361465,0.003371874,0.004116463,0.0004168969,0.001496569,0.002183327,0.002739867,0.004713027],"category_scores_gemma":[0.004082292,0.0004989833,0.002204659,0.00296152,0.0005353356,0.001240796,0.0008058182,0.003429117,0.002753997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001422264,"about_ca_system_score_gemma":0.005775299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006805678,"about_ca_topic_score_gemma":0.01256278,"domain_scores_codex":[0.9984628,0.0002747503,0.0005710807,0.0001018694,0.0005066409,0.0000828222],"domain_scores_gemma":[0.9980819,0.000609917,0.000536444,0.00004010741,0.0006521834,0.00007943268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002863563,0.0001589082,0.0003558793,0.05568237,0.0005057574,0.0003613344,0.00007571684,0.0003395852,0.001133613,0.002473826,0.2805746,0.6580521],"study_design_scores_gemma":[0.0004793515,0.0001820786,0.001624012,0.04718615,0.001605998,0.001149054,0.00003963213,0.0002297194,0.000406661,0.001529916,0.9455183,0.00004907824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001179969,0.9909739,0.0006385838,0.003047677,0.00147127,0.0001128882,0.000349805,0.0000622032,0.003225686],"genre_scores_gemma":[0.001039344,0.9878349,0.003051109,0.004778604,0.0007314025,0.000147029,0.0007060023,0.000009922718,0.001701562],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006805678,"threshold_uncertainty_score":0.01576668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3013230683","doi":"10.1007/s12028-020-00959-7","title":"Guidelines for the Acute Treatment of Cerebral Edema in Neurocritical Care Patients","year":2020,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":420,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Neurointensive care; Cerebral edema; Intensive care medicine; Subarachnoid hemorrhage; Intracranial pressure; Intracerebral hemorrhage; Neurology; Guideline; Brain edema; Edema; Anesthesia; Traumatic brain injury; Internal medicine; Pathology","authors":[{"name":"Aaron M. Cook","is_ca":false},{"name":"G. Morgan Jones","is_ca":false},{"name":"Gregory W. J. Hawryluk","is_ca":true},{"name":"Patrick Mailloux","is_ca":false},{"name":"Diane McLaughlin","is_ca":false},{"name":"Alexander Papangelou","is_ca":false},{"name":"Sophie Samuel","is_ca":false},{"name":"Sheri Tokumaru","is_ca":false},{"name":"Chitra Venkatasubramanian","is_ca":false},{"name":"Christopher Zacko","is_ca":false},{"name":"Lara Zimmermann","is_ca":false},{"name":"Karen G. Hirsch","is_ca":false},{"name":"Lori Shutter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08398397558459267,"gpt":0.3582857624770066,"spread":0.2743017868924139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01032555,0.001411027,0.001768724,0.005374691,0.001468499,0.003088614,0.004103141,0.005991309,0.01050647],"category_scores_gemma":[0.05217704,0.0007804679,0.003305833,0.005048034,0.0009772084,0.002656793,0.002707407,0.00637717,0.008970012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003736171,"about_ca_system_score_gemma":0.0215654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01427734,"about_ca_topic_score_gemma":0.02738066,"domain_scores_codex":[0.9803664,0.007857603,0.006860442,0.0004152444,0.003818076,0.0006822369],"domain_scores_gemma":[0.943831,0.01465311,0.006431029,0.001283593,0.03210081,0.00170043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008258694,0.0001882875,0.001430872,0.01001639,0.00009434172,0.0004632213,0.0008265199,0.0004708731,0.0004105031,0.005508364,0.7372399,0.2432682],"study_design_scores_gemma":[0.0001984691,0.00009374518,0.003149712,0.04465531,0.0001838762,0.0007460626,0.0004533701,0.0003109373,0.000198998,0.005312868,0.944637,0.00005969238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.004170053,0.3103928,0.03170814,0.3623994,0.02077122,0.01658721,0.01421523,0.001869802,0.2378862],"genre_scores_gemma":[0.03088703,0.4180389,0.2878487,0.1438126,0.009138389,0.02892825,0.03132998,0.0006747539,0.04934141],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01427734,"threshold_uncertainty_score":0.05460739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2229146891","doi":"10.1007/s12028-015-0224-8","title":"The Insertion and Management of External Ventricular Drains: An Evidence-Based Consensus Statement","year":2016,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":343,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Neurointensive care; Intensive care medicine; External ventricular drain; Neurosurgery; Asepsis; Quality management; Catheter; Medical emergency; Hydrocephalus; Surgery","authors":[{"name":"Herbert Fried","is_ca":false},{"name":"Barnett R. Nathan","is_ca":false},{"name":"A. Shaun Rowe","is_ca":false},{"name":"Joseph M. Zabramski","is_ca":false},{"name":"Norberto Andaluz","is_ca":false},{"name":"Adarsh Bhimraj","is_ca":false},{"name":"Mary Guanci","is_ca":false},{"name":"David B. Seder","is_ca":false},{"name":"Jeffrey M. Singh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09162050026514651,"gpt":0.3723559947685358,"spread":0.2807354945033893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01669232,0.001723982,0.006325842,0.00551309,0.001075712,0.004537701,0.005049339,0.006967728,0.002367218],"category_scores_gemma":[0.02680444,0.0008791718,0.0042574,0.004360887,0.002109709,0.004443833,0.002776892,0.005325207,0.001074816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002538709,"about_ca_system_score_gemma":0.01499093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003603738,"about_ca_topic_score_gemma":0.007268056,"domain_scores_codex":[0.9919207,0.001766014,0.00360325,0.000686908,0.001755934,0.0002671989],"domain_scores_gemma":[0.9791038,0.01225339,0.004348548,0.0002813542,0.003465872,0.0005470053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004111891,0.0001225721,0.001262884,0.2251478,0.001595563,0.0005571992,0.000399679,0.001118488,0.0009513873,0.006946083,0.0612182,0.7002689],"study_design_scores_gemma":[0.0004016972,0.0002849359,0.002717393,0.5098458,0.00663804,0.002271239,0.0007506704,0.0006350614,0.0008223213,0.009267023,0.4662019,0.0001639847],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001648278,0.9909734,0.0005014724,0.00674197,0.001023177,0.00004729055,0.00008671873,0.000006713383,0.0004543772],"genre_scores_gemma":[0.002312578,0.9900644,0.002420802,0.003915754,0.000897692,0.00008420182,0.0001457655,0.000004046211,0.000154684],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01669232,"threshold_uncertainty_score":0.08827853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047273182","doi":"10.1007/s12028-013-9950-y","title":"The Ketamine Effect on ICP in Traumatic Brain Injury","year":2014,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":248,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; University of Manitoba","funders":"","keywords":"Ketamine; Medicine; Cerebral perfusion pressure; Intracranial pressure; Traumatic brain injury; Adverse effect; Cochrane Library; MEDLINE; Blood pressure; Meta-analysis; Anesthesia; Clinical trial; Mean arterial pressure; Internal medicine; Heart rate; Cerebral blood flow; Psychiatry","authors":[{"name":"Frederick A. Zeiler","is_ca":true},{"name":"Jeanne Teitelbaum","is_ca":true},{"name":"Michael West","is_ca":true},{"name":"Lawrence M. Gillman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03866046649674175,"gpt":0.3667425102562122,"spread":0.3280820437594704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006880292,0.0009470969,0.001820758,0.002144529,0.0002121852,0.001031988,0.0008178237,0.001057086,0.002826846],"category_scores_gemma":[0.001569137,0.0003621203,0.0006473242,0.00213328,0.0006480007,0.001453965,0.0008195153,0.001511944,0.0008311649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004212993,"about_ca_system_score_gemma":0.001011979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001189372,"about_ca_topic_score_gemma":0.002650165,"domain_scores_codex":[0.9997404,0.00004430676,0.00008794074,0.00004380406,0.00006603412,0.00001746536],"domain_scores_gemma":[0.9993562,0.0003625378,0.0001588482,0.00001301945,0.00007929281,0.00003007079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002442918,0.00007921227,0.0003377904,0.04177671,0.0002638086,0.0003119216,0.00006790742,0.0002703966,0.001307564,0.000954219,0.01076982,0.9436163],"study_design_scores_gemma":[0.0002591513,0.0006660474,0.006777871,0.02198741,0.001977887,0.006711605,0.0002700366,0.0003354571,0.001459931,0.002563008,0.9568934,0.00009824461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009645171,0.9994628,0.00003837407,0.00007096583,0.00006134312,0.000002388004,0.000007962982,0.000001780953,0.0002579159],"genre_scores_gemma":[0.0008290865,0.9987174,0.00008100858,0.00008524626,0.0001438614,0.000003007441,0.00001046337,6.201519e-7,0.0001293922],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002826846,"threshold_uncertainty_score":0.009456694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972534602","doi":"10.1385/ncc:5:1:4","title":"Effect of a Liberal Versus Restrictive Transfusion Strategy on Mortality in Patients With Moderate to Severe Head Injury","year":2006,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":240,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Ottawa Hospital; SickKids Foundation; University of Toronto; Hospital for Sick Children; University of Ottawa","funders":"","keywords":"Medicine; Confidence interval; Randomized controlled trial; Blood transfusion; Organ dysfunction; Internal medicine; Hemoglobin; Intensive care; Subgroup analysis; Anesthesia; Surgery; Intensive care medicine; Sepsis","authors":[{"name":"Lauralyn McIntyre","is_ca":true},{"name":"Dean Fergusson","is_ca":false},{"name":"James S. Hutchison","is_ca":true},{"name":"Giuseppe Pagliarello","is_ca":true},{"name":"John C. Marshall","is_ca":true},{"name":"Elizabeth Yetisir","is_ca":true},{"name":"Gregory M. T. Hare","is_ca":true},{"name":"Paul C. Hébert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01407742364866891,"gpt":0.3104092343703727,"spread":0.2963318107217037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008286329,0.0005071263,0.001242504,0.0002210285,0.0003456227,0.0007870829,0.0004157707,0.0008414027,0.001107604],"category_scores_gemma":[0.004988694,0.0001897342,0.0007734409,0.000281514,0.0006768423,0.0007026554,0.000418762,0.001588377,0.0001224378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006760439,"about_ca_system_score_gemma":0.0008630136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001300486,"about_ca_topic_score_gemma":0.002404239,"domain_scores_codex":[0.9995292,0.0002221176,0.00005441289,0.00004576125,0.00003941008,0.0001089548],"domain_scores_gemma":[0.9976696,0.00111641,0.0003158786,0.0001109839,0.00007093912,0.0007161544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.729499,0.007166634,0.1617165,0.0004587855,0.002004842,0.0009429283,0.0005575126,0.003965547,0.005595815,0.000508537,0.001963995,0.08561989],"study_design_scores_gemma":[0.04081272,0.2338009,0.7018171,0.0004499876,0.003645186,0.001639989,0.001989813,0.008802022,0.003405727,0.00185784,0.001598669,0.0001799905],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980654,0.0007494825,0.00006939685,0.000406818,0.00009662248,0.00001796684,0.00003386748,0.000005528187,0.0005549695],"genre_scores_gemma":[0.9991984,0.000253794,0.0001104244,0.0002068839,0.00009194892,0.00001304433,0.00004557236,0.00000193598,0.00007800786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001300486,"threshold_uncertainty_score":0.004905105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090829979","doi":"10.1007/s12028-012-9792-z","title":"Clinical Prediction Models for Aneurysmal Subarachnoid Hemorrhage: A Systematic Review","year":2012,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":187,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Subarachnoid hemorrhage; Interquartile range; MEDLINE; Predictive modelling; Sample size determination; Univariate; Intensive care medicine; Internal medicine; Machine learning; Statistics","authors":[{"name":"Blessing N. R. Jaja","is_ca":true},{"name":"Michael D. Cusimano","is_ca":true},{"name":"Nima Etminan","is_ca":false},{"name":"Daniel Hänggi","is_ca":false},{"name":"David Hasan","is_ca":false},{"name":"Don Ilodigwe","is_ca":true},{"name":"Hector Lantigua","is_ca":false},{"name":"Peter Le Roux","is_ca":false},{"name":"Benjamin Lo","is_ca":true},{"name":"Ada Louffat-Olivares","is_ca":true},{"name":"Stephan A. Mayer","is_ca":false},{"name":"Andrew Molyneux","is_ca":false},{"name":"Audrey Quinn","is_ca":false},{"name":"Tom A. Schweizer","is_ca":true},{"name":"Thomas Schenk","is_ca":false},{"name":"Julian Spears","is_ca":true},{"name":"Michael M. Todd","is_ca":false},{"name":"James C. Torner","is_ca":false},{"name":"Mervyn D. I. Vergouwen","is_ca":false},{"name":"George Kwok Chu Wong","is_ca":false},{"name":"Jeffrey M. Singh","is_ca":true},{"name":"R. Loch Macdonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09562799324317947,"gpt":0.3817584804168145,"spread":0.2861304871736351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006601494,0.002111343,0.009571113,0.004248075,0.0003667166,0.001675337,0.002327223,0.001586688,0.005900973],"category_scores_gemma":[0.03168446,0.001271617,0.01210318,0.005078266,0.0005408298,0.002082303,0.0009795732,0.00189271,0.0004202278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001221198,"about_ca_system_score_gemma":0.003266706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005985085,"about_ca_topic_score_gemma":0.01564829,"domain_scores_codex":[0.9966533,0.001436995,0.000961499,0.0004206943,0.0004474308,0.0000800627],"domain_scores_gemma":[0.9656519,0.02891552,0.003637782,0.000369167,0.00120457,0.0002211632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001344055,0.0001555992,0.01230572,0.7019699,0.1381822,0.0002307629,0.0001908112,0.001615002,0.0001495025,0.0006539107,0.00625711,0.1369455],"study_design_scores_gemma":[0.002060917,0.0005805801,0.01932337,0.184507,0.7742226,0.0005619078,0.0002746838,0.002354971,0.0002078089,0.002083462,0.0136476,0.0001750599],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001451584,0.9974191,0.0003369404,0.0001872477,0.00007049231,0.00007394946,0.0003157948,0.00001276685,0.0001320662],"genre_scores_gemma":[0.05141018,0.9453445,0.001865995,0.0004389186,0.000168088,0.0001894646,0.0004631004,0.000009310161,0.0001104962],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009571113,"threshold_uncertainty_score":0.03491247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2190676781","doi":"10.1007/s12028-015-0221-y","title":"Prophylaxis of Venous Thrombosis in Neurocritical Care Patients: An Evidence-Based Guideline: A Statement for Healthcare Professionals from the Neurocritical Care Society","year":2015,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Neurointensive care; Intensive care medicine; Guideline; Neurology; Intensive care unit; Evidence-based medicine; Evidence-based practice; Venous thrombosis; Venous thromboembolism; Health care; MEDLINE; Thrombosis; Internal medicine; Alternative medicine; Pathology","authors":[{"name":"Paul Nyquist","is_ca":false},{"name":"Cynthia Bautista","is_ca":false},{"name":"Draga Jichici","is_ca":true},{"name":"Joseph D. Burns","is_ca":false},{"name":"Sanjeev V. Chhangani","is_ca":false},{"name":"Michele DeFilippis","is_ca":false},{"name":"Fernando D. Goldenberg","is_ca":false},{"name":"Keri S. Kim","is_ca":false},{"name":"Xi Liu‐DeRyke","is_ca":false},{"name":"William J. Mack","is_ca":false},{"name":"Kim A. Meyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1228952604143249,"gpt":0.4537060972756068,"spread":0.330810836861282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00397333,0.001237512,0.004359715,0.003362698,0.0005904661,0.001527495,0.002137862,0.003433927,0.001632504],"category_scores_gemma":[0.007801414,0.0006200212,0.003272886,0.002968399,0.0005274151,0.001362294,0.001062451,0.003772314,0.0007399057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001897287,"about_ca_system_score_gemma":0.008141526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007943008,"about_ca_topic_score_gemma":0.01831038,"domain_scores_codex":[0.9976197,0.0004728603,0.0009239059,0.0001332548,0.0007630963,0.00008706206],"domain_scores_gemma":[0.9959202,0.001849732,0.0009002885,0.00006003827,0.001089671,0.0001800577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002484852,0.0001719866,0.001294774,0.1401823,0.001888065,0.0003582799,0.0001493844,0.0005077042,0.001001715,0.001978196,0.147653,0.7045661],"study_design_scores_gemma":[0.0008169907,0.0002568557,0.007739266,0.3465436,0.009263855,0.001744601,0.0002279158,0.0006701291,0.000747384,0.003205974,0.6286759,0.0001075896],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002309931,0.9902505,0.0005159625,0.006485627,0.001130313,0.0001507996,0.0002497724,0.00001927227,0.0009668339],"genre_scores_gemma":[0.001592165,0.9893023,0.003208119,0.004576621,0.0004794176,0.0001540463,0.0003222073,0.000004464642,0.0003607387],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007943008,"threshold_uncertainty_score":0.02101326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056713086","doi":"10.1007/s12028-010-9337-2","title":"Use of EEG Monitoring and Management of Non-Convulsive Seizures in Critically Ill Patients: A Survey of Neurologists","year":2010,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":176,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"National Center for Science and Engineering Statistics; National Institute of Neurological Disorders and Stroke","keywords":"Medicine; Status epilepticus; Levetiracetam; Critically ill; Neurology; Phenytoin; Intensive care medicine; Lorazepam; Electroencephalography; Epilepsy; Anesthesia; Psychiatry","authors":[{"name":"Nicholas S. Abend","is_ca":false},{"name":"Dennis Dlugos","is_ca":false},{"name":"Cecil D. Hahn","is_ca":true},{"name":"Lawrence J. Hirsch","is_ca":false},{"name":"Susan T. Herman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02297484844134362,"gpt":0.3045768270284283,"spread":0.2816019785870846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005784654,0.0001365528,0.0002905933,0.001123079,0.0003399424,0.0005753998,0.0002624607,0.0005999166,0.001100382],"category_scores_gemma":[0.007187491,0.000205513,0.0003165492,0.0009928019,0.0002116118,0.0006586632,0.0003406103,0.0004182758,0.0001669427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00041402,"about_ca_system_score_gemma":0.0005392352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004987908,"about_ca_topic_score_gemma":0.008192113,"domain_scores_codex":[0.9993182,0.000154409,0.0001578187,0.0000678155,0.0002086127,0.00009312182],"domain_scores_gemma":[0.9939283,0.001687979,0.002976071,0.0001140592,0.0006711895,0.0006223427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005080311,0.00003232323,0.9965017,0.00001608396,0.0000302836,0.000162949,0.0001653855,0.00002472062,0.0001686627,0.000009201899,0.000145796,0.002692231],"study_design_scores_gemma":[0.000005064941,0.00009208994,0.99749,0.00003037311,0.00001748776,0.001176906,0.0006937382,0.00008495195,0.00004458941,0.000009294803,0.0003514184,0.000004032159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957866,0.001637494,0.00006451656,0.0004948489,0.00001285841,0.00001096348,0.0001995169,0.000004476296,0.001788824],"genre_scores_gemma":[0.9981354,0.001222113,0.0001155332,0.0002311314,0.00002499854,0.000008694718,0.0001308583,0.000002263487,0.0001288383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004987908,"threshold_uncertainty_score":0.009917736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984429967","doi":"10.1385/ncc:5:2:108","title":"Ventilator-associated pneumonia in evere traumatic brain injury","year":2006,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"Fondation pour la Recherche Médicale","keywords":"Medicine; Neurology; Traumatic brain injury; Pneumonia; Intensive care medicine; Ventilator-associated pneumonia; Neurointensive care; Emergency medicine; Internal medicine; Psychiatry","authors":[{"name":"David A. Zygun","is_ca":true},{"name":"Paul Boiteau","is_ca":true},{"name":"Kevin B. Laupland","is_ca":true},{"name":"Elizabeth A. Henderson","is_ca":true},{"name":"John B. Kortbeek","is_ca":true},{"name":"Christopher J. Doig","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01520960379067635,"gpt":0.3136554302202119,"spread":0.2984458264295355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008888617,0.0004403371,0.0006660961,0.001514275,0.001383691,0.001205048,0.0006339659,0.001972247,0.004696814],"category_scores_gemma":[0.005497462,0.0003130465,0.0006450225,0.0008836725,0.0005954048,0.00123268,0.001084454,0.001340507,0.0004686558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008776778,"about_ca_system_score_gemma":0.001112335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004707501,"about_ca_topic_score_gemma":0.006097216,"domain_scores_codex":[0.9990491,0.0002193068,0.0001773305,0.00008616941,0.0001476929,0.000320431],"domain_scores_gemma":[0.998616,0.0003262497,0.0003713788,0.00006446896,0.0002064841,0.0004152788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004116005,0.0002288321,0.9737857,0.00005336123,0.00005204723,0.02035672,0.0002768731,0.00008408866,0.000210605,0.0001418761,0.0005301871,0.003868141],"study_design_scores_gemma":[0.00005380641,0.0007086752,0.9262878,0.0001667006,0.00008219957,0.06636595,0.003328657,0.0009540098,0.0002379036,0.0005257552,0.001259575,0.00002888439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932012,0.001363751,0.0001225062,0.000480369,0.00008805594,0.00004259155,0.0001143379,0.000006055723,0.004581155],"genre_scores_gemma":[0.9984468,0.0004435829,0.00009121398,0.0002678564,0.00017782,0.00002051697,0.0001518992,0.0000025662,0.0003977252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004707501,"threshold_uncertainty_score":0.01571244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037675720","doi":"10.1007/s12028-020-01028-9","title":"The Curing Coma Campaign: Framing Initial Scientific Challenges—Proceedings of the First Curing Coma Campaign Scientific Advisory Council Meeting","year":2020,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Framing (construction); Curing (chemistry); Engineering; Materials science; Polymer chemistry","authors":[{"name":"J. Javier Provencio","is_ca":false},{"name":"J. Claude Hemphill","is_ca":false},{"name":"Jan Claassen","is_ca":false},{"name":"Brian L. Edlow","is_ca":false},{"name":"Raimund Helbok","is_ca":false},{"name":"Paul Vespa","is_ca":false},{"name":"Michael N. Diringer","is_ca":false},{"name":"Len Polizzotto","is_ca":false},{"name":"Lori Shutter","is_ca":false},{"name":"José I. Suarez","is_ca":false},{"name":"Robert D. Stevens","is_ca":false},{"name":"Daniel F. Hanley","is_ca":false},{"name":"Yama Akbari","is_ca":false},{"name":"Thomas P. Bleck","is_ca":false},{"name":"Mélanie Boly","is_ca":false},{"name":"Brandon Foreman","is_ca":false},{"name":"Joseph T. Giacino","is_ca":false},{"name":"Jed A. Hartings","is_ca":false},{"name":"Theresa Human","is_ca":false},{"name":"Daniel Kondziella","is_ca":false},{"name":"Geoffrey Ling","is_ca":false},{"name":"Stephan A. Mayer","is_ca":false},{"name":"Molly McNett","is_ca":false},{"name":"David Menon","is_ca":false},{"name":"Geert Meyfroidt","is_ca":false},{"name":"Martin M. Monti","is_ca":false},{"name":"Soojin Park","is_ca":false},{"name":"Nader Pouratian","is_ca":false},{"name":"Louis Puybasset","is_ca":false},{"name":"Benjamin Rohaut","is_ca":false},{"name":"Eric S. Rosenthal","is_ca":false},{"name":"Nicholas D. Schiff","is_ca":false},{"name":"Tarek Sharshar","is_ca":false},{"name":"Amy K. Wagner","is_ca":false},{"name":"John Whyte","is_ca":false},{"name":"DaiWai M. Olson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1514651495725027,"gpt":0.3187770196084349,"spread":0.1673118700359322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09353023,0.002233012,0.001628373,0.00435594,0.01192119,0.02643962,0.004074708,0.02976622,0.01116385],"category_scores_gemma":[0.1146779,0.001248326,0.001997414,0.002584305,0.006560314,0.006372643,0.01103148,0.038538,0.006550411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01997775,"about_ca_system_score_gemma":0.09027539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03493976,"about_ca_topic_score_gemma":0.07382247,"domain_scores_codex":[0.9453692,0.01801165,0.003145947,0.002424443,0.02214202,0.008906816],"domain_scores_gemma":[0.8282875,0.0397107,0.007612443,0.003842967,0.06428918,0.05625725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000707531,0.00007522439,0.0002692589,0.0002127243,0.00002065164,0.0001461007,0.0002767627,0.00008048679,0.0001690289,0.002479017,0.9776518,0.01854821],"study_design_scores_gemma":[0.00005432968,0.00005986357,0.001024295,0.0006169861,0.00002498683,0.00003677305,0.0004738035,0.0001014756,0.0001522553,0.002249515,0.9951525,0.0000532881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008508117,0.0104219,0.0008227745,0.8580309,0.1186537,0.0003476921,0.0002373613,0.000114403,0.01052039],"genre_scores_gemma":[0.02751163,0.02972677,0.007330825,0.6154904,0.2141844,0.001786888,0.001403624,0.0004586747,0.1021068],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09353023,"threshold_uncertainty_score":0.4946411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2735026020","doi":"10.1385/ncc:2:2:159","title":"Anoxic–Ischemic Encephalopathy: Clinical and Electrophysiological Associations With Outcome","year":2005,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Somatosensory evoked potential; Reflex; Coma (optics); Electroencephalography; Pupillary light reflex; Anesthesia; Corneal reflex; Pupillary reflex; Hypothermia; Neurology; Resuscitation; Encephalopathy; Hypoxic Ischemic Encephalopathy; Asphyxia; Unconsciousness; Electrophysiology; Cardiology; Internal medicine; Pupil; Psychology; Psychiatry; Neuroscience","authors":[{"name":"G. Bryan Young","is_ca":true},{"name":"Gordon S. Doig","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02302231140259264,"gpt":0.3404539788990132,"spread":0.3174316674964205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007619354,0.0003640809,0.0004111796,0.0008507465,0.0006140039,0.0006449718,0.0002973012,0.0007216505,0.002785872],"category_scores_gemma":[0.005445356,0.0001493079,0.0002688781,0.001084797,0.0006652171,0.0008935904,0.0005330251,0.0006919137,0.0003713116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002037768,"about_ca_system_score_gemma":0.0003656724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006842245,"about_ca_topic_score_gemma":0.0008082707,"domain_scores_codex":[0.9996347,0.0001251851,0.00006355978,0.00004685648,0.00004155318,0.00008808738],"domain_scores_gemma":[0.9956996,0.001573086,0.00142894,0.0001907708,0.0003232805,0.0007841633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004734512,0.00009102417,0.9961515,0.000008210508,0.00004127501,0.001374281,0.000054016,0.00005715241,0.0003081235,0.00004851068,0.00006717233,0.001325247],"study_design_scores_gemma":[0.00002056904,0.0003474615,0.992446,0.00001207396,0.00004847905,0.005878701,0.0003018788,0.0002785284,0.0001277626,0.0004093788,0.000119335,0.000009649117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982201,0.0002299292,0.00009859243,0.0001219771,0.00001152356,0.000005530395,0.00007619506,0.000002419825,0.001233635],"genre_scores_gemma":[0.9996156,0.0001056503,0.00004343015,0.00002054154,0.00004283425,0.000003949481,0.00008668879,0.000001117478,0.00008021655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002785872,"threshold_uncertainty_score":0.009319663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084134328","doi":"10.1007/s12028-011-9634-4","title":"Cerebral Infarction in Adults with Bacterial Meningitis","year":2011,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":143,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Cerebral infarction; Meningitis; Internal medicine; Infarction; Odds ratio; Glasgow Outcome Scale; Stroke (engine); Prospective cohort study; Glasgow Coma Scale; Surgery; Cardiology; Myocardial infarction; Ischemia","authors":[{"name":"Ewout S. Schut","is_ca":true},{"name":"Marjolein J. Lucas","is_ca":false},{"name":"Matthijs C. Brouwer","is_ca":false},{"name":"Mervyn D. I. Vergouwen","is_ca":false},{"name":"Arie van der Ende","is_ca":false},{"name":"Diederik van de Beek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01231788849083589,"gpt":0.2157908498133851,"spread":0.2034729613225492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003848913,0.0005721999,0.001132886,0.001539689,0.001332964,0.001258696,0.000366043,0.001685622,0.005078938],"category_scores_gemma":[0.00386604,0.0004268448,0.0004708587,0.001339303,0.000628323,0.00125344,0.0007115002,0.00169739,0.0006212537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005445292,"about_ca_system_score_gemma":0.0008651472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003902954,"about_ca_topic_score_gemma":0.004238924,"domain_scores_codex":[0.9994705,0.00008500453,0.00009084742,0.00006001259,0.0001049847,0.0001887445],"domain_scores_gemma":[0.9982337,0.0003037916,0.0007648384,0.00004787078,0.0001518752,0.0004980146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003793348,0.0001197964,0.9729919,0.0000493068,0.0000376386,0.02198266,0.0001695347,0.00003562623,0.000126808,0.00009756204,0.0006550924,0.003354655],"study_design_scores_gemma":[0.00005073388,0.000368728,0.9369968,0.0001259593,0.00009321632,0.05951206,0.00141461,0.000259535,0.00008256831,0.0003078902,0.0007682188,0.00001961281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803631,0.00489393,0.0002113222,0.001820353,0.0001615904,0.0000465669,0.000360525,0.00002123942,0.01212137],"genre_scores_gemma":[0.9958087,0.002105061,0.0001048476,0.0004025942,0.0006166336,0.00002213362,0.0003527096,0.000004073822,0.0005833489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005078938,"threshold_uncertainty_score":0.01699078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2520537135","doi":"10.1007/s12028-016-0297-z","title":"Effect of Early Versus Late Tracheostomy or Prolonged Intubation in Critically Ill Patients with Acute Brain Injury: A Systematic Review and Meta-Analysis","year":2016,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"University of Toronto; Physicians' Services Incorporated Foundation","keywords":"Medicine; Critically ill; Intubation; Neurology; Intensive care medicine; Neurointensive care; Meta-analysis; Anesthesia; Internal medicine","authors":[{"name":"Victoria McCredie","is_ca":true},{"name":"Aziz S. Alali","is_ca":true},{"name":"Damon C. Scales","is_ca":true},{"name":"Neill K. J. Adhikari","is_ca":true},{"name":"Gordon D. Rubenfeld","is_ca":true},{"name":"Brian H. Cuthbertson","is_ca":true},{"name":"Avery B. Nathens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02837076126634951,"gpt":0.3563169460288249,"spread":0.3279461847624753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006753988,0.002988238,0.01690443,0.002849697,0.0005909427,0.00276157,0.002075301,0.0028229,0.004644369],"category_scores_gemma":[0.01823215,0.001818173,0.03928264,0.003442423,0.0008321088,0.002029583,0.001675879,0.002831326,0.0003726601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001983935,"about_ca_system_score_gemma":0.002288874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006510395,"about_ca_topic_score_gemma":0.02053653,"domain_scores_codex":[0.9953922,0.001795579,0.001423039,0.0007342827,0.0003993341,0.0002555972],"domain_scores_gemma":[0.9916248,0.00587069,0.001558479,0.0003166511,0.0004593612,0.0001700526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005741426,0.00004923291,0.003804671,0.2039018,0.778722,0.0001266711,0.00008761561,0.0003127921,0.0002764408,0.0000716908,0.000367992,0.006537606],"study_design_scores_gemma":[0.001037715,0.0002106213,0.00212941,0.005153691,0.9906537,0.00004791639,0.00003601299,0.00006682047,0.00005169946,0.00007493865,0.0005185364,0.0000188769],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01261041,0.9857358,0.0004644114,0.0001363712,0.0002108284,0.0001658904,0.0004395123,0.00002520627,0.0002114661],"genre_scores_gemma":[0.3868313,0.6068715,0.0025753,0.001517533,0.0003793015,0.0005134416,0.0006800116,0.000050975,0.0005806327],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01690443,"threshold_uncertainty_score":0.03571892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089808507","doi":"10.1007/s12028-012-9701-5","title":"Milrinone and Homeostasis to Treat Cerebral Vasospasm Associated with Subarachnoid Hemorrhage: The Montreal Neurological Hospital Protocol","year":2012,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Milrinone; Subarachnoid hemorrhage; Anesthesia; Vasospasm; Modified Rankin Scale; Glasgow Outcome Scale; Cerebral blood flow; Cerebral vasospasm; Neurointensive care; Internal medicine; Ischemia; Glasgow Coma Scale; Hemodynamics; Ischemic stroke","authors":[{"name":"Marcelo Lannes","is_ca":true},{"name":"Jeanne Teitelbaum","is_ca":true},{"name":"Maria Cortes","is_ca":true},{"name":"Mauro José Lahm Cardoso","is_ca":true},{"name":"Mark Angle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01247181632161997,"gpt":0.2577027108283674,"spread":0.2452308945067474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007890533,0.002191748,0.001908297,0.002182268,0.004847001,0.002974907,0.005626393,0.005799526,0.01568772],"category_scores_gemma":[0.008708568,0.001253933,0.0031834,0.002860855,0.001343435,0.001105955,0.002010248,0.003372388,0.004520106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01648792,"about_ca_system_score_gemma":0.05476724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09379087,"about_ca_topic_score_gemma":0.2548735,"domain_scores_codex":[0.9950162,0.001916111,0.0009040843,0.0002956695,0.0008765829,0.0009914624],"domain_scores_gemma":[0.9946189,0.0005122581,0.001089471,0.0003010698,0.002057345,0.001420803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1294122,0.01984257,0.02522883,0.01964802,0.002329499,0.002706543,0.001790675,0.006314306,0.01752581,0.02805972,0.457904,0.2892379],"study_design_scores_gemma":[0.09789027,0.01290005,0.0827627,0.01139412,0.001646497,0.000714341,0.0004173409,0.001146849,0.005926225,0.001743053,0.7831299,0.0003287717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03292242,0.01097759,0.006094956,0.01514373,0.001587092,0.8206715,0.02618124,0.0004007229,0.0860207],"genre_scores_gemma":[0.05809839,0.01497224,0.03591122,0.0199765,0.001273348,0.820499,0.02126457,0.00009622528,0.0279085],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09379087,"threshold_uncertainty_score":0.1864899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095268948","doi":"10.1007/s12028-011-9581-0","title":"Rebleeding After Aneurysmal Subarachnoid Hemorrhage","year":2011,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Subarachnoid hemorrhage; Neurology; Intensive care medicine; Anesthesia; Psychiatry","authors":[{"name":"Robert M. Starke","is_ca":true},{"name":"E. Sander Connolly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04325153101190068,"gpt":0.3137044503370257,"spread":0.270452919325125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005720355,0.001035727,0.002128712,0.004348807,0.0002898852,0.001089067,0.0009207192,0.001230386,0.002265943],"category_scores_gemma":[0.002006662,0.000359025,0.0006370747,0.00326131,0.0005909081,0.001531796,0.000595526,0.001373358,0.0009534296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005324155,"about_ca_system_score_gemma":0.001167298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307341,"about_ca_topic_score_gemma":0.003021467,"domain_scores_codex":[0.9996809,0.00004554357,0.0001022048,0.00005518377,0.00008792895,0.0000281939],"domain_scores_gemma":[0.9991828,0.0003315115,0.0002877425,0.00002273665,0.0001184636,0.00005664435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001323267,0.00007306474,0.0006783615,0.01805035,0.0002258282,0.001097802,0.00006061926,0.0002220107,0.0005341108,0.0004527554,0.02664579,0.9518269],"study_design_scores_gemma":[0.0001696655,0.000602201,0.008730183,0.02338826,0.002235265,0.03137775,0.0002981319,0.0003450343,0.001127979,0.001845826,0.929755,0.0001248366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002343851,0.9988614,0.0000756993,0.000128074,0.0001821793,0.000003216317,0.00001452965,0.000005228765,0.0004953049],"genre_scores_gemma":[0.001396465,0.9974928,0.0001223671,0.0001889065,0.0004603706,0.00000494373,0.00003195901,0.000001595418,0.0003006057],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004348807,"threshold_uncertainty_score":0.00758028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123000868","doi":"10.1007/s12028-020-01185-x","title":"Cerebrovascular Autoregulation Monitoring in the Management of Adult Severe Traumatic Brain Injury: A Delphi Consensus of Clinicians","year":2021,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Delphi method; Traumatic brain injury; Cerebral perfusion pressure; Intensive care medicine; Cerebral autoregulation; Neurology; Delphi; Autoregulation; Cerebral blood flow; Psychiatry; Blood pressure; Internal medicine","authors":[{"name":"Bart Depreitere","is_ca":false},{"name":"Giuseppe Citerio","is_ca":false},{"name":"Martin Smith","is_ca":false},{"name":"P. David Adelson","is_ca":false},{"name":"Marcel Aries","is_ca":false},{"name":"Thomas P. Bleck","is_ca":false},{"name":"Pierre Bouzat","is_ca":false},{"name":"Randall M. Chesnut","is_ca":false},{"name":"Veerle De Sloovere","is_ca":false},{"name":"Michael N. Diringer","is_ca":false},{"name":"Jacques Dureanteau","is_ca":false},{"name":"Ari Ercole","is_ca":false},{"name":"Gregory W. J. Hawryluk","is_ca":true},{"name":"Christopher Hawthorne","is_ca":false},{"name":"Raimund Helbok","is_ca":false},{"name":"Samuel P. Klein","is_ca":false},{"name":"Jan‐Oliver Neumann","is_ca":false},{"name":"Chiara Robba","is_ca":false},{"name":"Luzius A. Steiner","is_ca":false},{"name":"Nino Stocchetti","is_ca":false},{"name":"Fabio Silvio Taccone","is_ca":false},{"name":"Alex B. Valadka","is_ca":false},{"name":"Stefan Wolf","is_ca":false},{"name":"Frederick A. Zeiler","is_ca":true},{"name":"Geert Meyfroidt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03676469276486371,"gpt":0.3269627295831083,"spread":0.2901980368182446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1989578,0.001629545,0.00143312,0.004377462,0.00624813,0.004554252,0.003252502,0.004851619,0.002263646],"category_scores_gemma":[0.183154,0.001586594,0.001839148,0.002308722,0.007643509,0.005506218,0.01906453,0.006107019,0.0007020433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008138323,"about_ca_system_score_gemma":0.0327388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003134049,"about_ca_topic_score_gemma":0.002099457,"domain_scores_codex":[0.7597829,0.1952906,0.01656998,0.005061829,0.01337724,0.009917491],"domain_scores_gemma":[0.8628061,0.08041015,0.006030058,0.003813322,0.03814779,0.008792629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00109689,0.0004498642,0.01690732,0.006407289,0.0003486545,0.003227687,0.7583906,0.003410221,0.00877325,0.01376568,0.02427767,0.1629449],"study_design_scores_gemma":[0.0003814046,0.001601991,0.01392428,0.01419976,0.0002426664,0.00384753,0.8150212,0.01354647,0.004505517,0.03207518,0.09988233,0.0007716769],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6963271,0.009386279,0.1238248,0.1105851,0.003750818,0.03045422,0.0004638854,0.0002625022,0.02494527],"genre_scores_gemma":[0.8988944,0.004019151,0.07386336,0.008785602,0.0003272824,0.012275,0.0002079294,0.00006457879,0.001562702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1989578,"threshold_uncertainty_score":0.9878276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988908075","doi":"10.1007/s12028-010-9402-x","title":"Impact of Systemic Inflammatory Response Syndrome on Vasospasm, Cerebral Infarction, and Outcome After Subarachnoid Hemorrhage: Exploratory Analysis of CONSCIOUS-1 Database","year":2010,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Actelion Pharmaceuticals","keywords":"Medicine; Subarachnoid hemorrhage; Systemic inflammatory response syndrome; Glasgow Outcome Scale; Vasospasm; Cerebral infarction; Anesthesia; Cerebral vasospasm; Tachypnea; Internal medicine; Aneurysm; Cardiology; Surgery; Glasgow Coma Scale; Ischemia; Tachycardia","authors":[{"name":"Alan Tam","is_ca":true},{"name":"Don Ilodigwe","is_ca":true},{"name":"J Mocco","is_ca":true},{"name":"Stephan A. Mayer","is_ca":true},{"name":"Neal F. Kassell","is_ca":true},{"name":"Daniel Ruefenacht","is_ca":true},{"name":"Peter Schmiedek","is_ca":true},{"name":"Stephan Weidauer","is_ca":true},{"name":"A. Pasqualin","is_ca":true},{"name":"R. Loch Macdonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01224703980019981,"gpt":0.2857824786895962,"spread":0.2735354388893964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001526009,0.0003336195,0.000859637,0.002458027,0.0006033148,0.001186529,0.0007080566,0.0005384676,0.002130213],"category_scores_gemma":[0.004912335,0.0002789063,0.001217889,0.003193972,0.000397262,0.000936546,0.0011443,0.0005515004,0.0002777509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006047492,"about_ca_system_score_gemma":0.001087443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005673797,"about_ca_topic_score_gemma":0.008955767,"domain_scores_codex":[0.9977295,0.0007681375,0.000436869,0.0003898858,0.0003888939,0.0002866914],"domain_scores_gemma":[0.9942273,0.001638105,0.002741012,0.0004636539,0.0003899331,0.0005399432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006944983,0.00006851521,0.9978189,0.00002855722,0.0003538199,0.00006356448,0.00005203427,0.00003683085,0.00008546281,0.00001960829,0.0001053825,0.000672833],"study_design_scores_gemma":[0.00004030608,0.0001681826,0.9989466,0.000007246896,0.0001515331,0.000182203,0.0001869029,0.0001313198,0.00004386798,0.00001397049,0.0001218152,0.000006005602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959831,0.0002625032,0.00004701878,0.00002641965,0.000003447335,0.0000241594,0.003383761,0.000002656471,0.0002669016],"genre_scores_gemma":[0.9946444,0.0002103657,0.0001157274,0.00004883516,0.00002004738,0.00005966178,0.004759386,0.000004402043,0.0001371367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005673797,"threshold_uncertainty_score":0.01128155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030278023","doi":"10.1007/s12028-007-9020-4","title":"Perioperative Neurological Complications After Liver Transplantation are Best Predicted by Pre-transplant Hepatic Encephalopathy","year":2007,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Neurological Complications and Syndromes","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Liver transplantation; Encephalopathy; Perioperative; Neurology; Hepatic encephalopathy; Etiology; Transplantation; Surgery; Logistic regression; Internal medicine; Anesthesia; Cirrhosis","authors":[{"name":"Rajat Dhar","is_ca":false},{"name":"G. Bryan Young","is_ca":true},{"name":"Paul Marotta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01371088094081331,"gpt":0.2738899153968972,"spread":0.2601790344560839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006805592,0.0007599359,0.0009405696,0.0008733419,0.0006432793,0.001097898,0.0003398136,0.0008896475,0.001927964],"category_scores_gemma":[0.01142621,0.0002596942,0.0006026151,0.0006894135,0.0007099075,0.001366997,0.0005080693,0.001239149,0.0005721293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000337398,"about_ca_system_score_gemma":0.0006761749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001177735,"about_ca_topic_score_gemma":0.002423214,"domain_scores_codex":[0.9994728,0.0001724574,0.00007607003,0.00004854419,0.0000896077,0.0001405498],"domain_scores_gemma":[0.9939609,0.002612414,0.001915273,0.0002665467,0.0003610282,0.0008839488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009196488,0.00006623985,0.9913273,0.00001789548,0.00005613067,0.002413193,0.00006277566,0.0002410693,0.0002897636,0.00005754924,0.0001888359,0.004359621],"study_design_scores_gemma":[0.00002486835,0.000525118,0.9904614,0.00006085346,0.0001028698,0.006097576,0.0003241761,0.001287745,0.0003187086,0.0005372031,0.0002277786,0.00003161076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944101,0.001094108,0.0002593021,0.0003441044,0.00008732,0.000009267677,0.00007271602,0.00001260186,0.003710431],"genre_scores_gemma":[0.9991298,0.0003731085,0.0001074516,0.00005686954,0.0001084296,0.000004411466,0.000102833,0.000003367737,0.0001137672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001927964,"threshold_uncertainty_score":0.006449699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039049751","doi":"10.1007/s12028-008-9171-y","title":"Relationship Between Hemoglobin Concentrations and Outcomes Across Subgroups of Patients with Aneurysmal Subarachnoid Hemorrhage","year":2008,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Subarachnoid hemorrhage; Vasospasm; Internal medicine; Hemoglobin; Cardiology; Anesthesia","authors":[{"name":"Andreas H. Kramer","is_ca":true},{"name":"David A. Zygun","is_ca":true},{"name":"Thomas P. Bleck","is_ca":false},{"name":"Aaron S. Dumont","is_ca":false},{"name":"Neal F. Kassell","is_ca":false},{"name":"Bart Nathan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02204971517887775,"gpt":0.2733615260251843,"spread":0.2513118108463065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006889392,0.0003377654,0.0008638757,0.001288609,0.0006116253,0.0009079995,0.0004710846,0.0008594102,0.001537399],"category_scores_gemma":[0.004354815,0.0003023876,0.000907378,0.001708878,0.0005611273,0.0009337207,0.0006011346,0.001182222,0.0001816272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004591717,"about_ca_system_score_gemma":0.0004112378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003908109,"about_ca_topic_score_gemma":0.002590212,"domain_scores_codex":[0.9992473,0.0001631076,0.0001297304,0.0001500134,0.00009943647,0.0002104247],"domain_scores_gemma":[0.9958597,0.001138928,0.001606361,0.0002478757,0.0003491809,0.0007979913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007149516,0.00004351113,0.9981421,0.000003710496,0.0001574349,0.000103631,0.00004853054,0.00005307688,0.0001814489,0.00002257706,0.00004314614,0.0004857981],"study_design_scores_gemma":[0.00001895117,0.0002164109,0.9987611,0.00000239694,0.00006539279,0.0002745056,0.0002500325,0.0002572564,0.00004290622,0.00006763163,0.00003671829,0.000006750376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993587,0.0001122048,0.0000358252,0.00003552922,0.000007832045,0.000003765476,0.0001371713,0.000001393444,0.0003076011],"genre_scores_gemma":[0.9995735,0.00004381316,0.00001883204,0.00001839429,0.00001515788,0.000003505392,0.0002738239,0.000001309004,0.00005171357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003908109,"threshold_uncertainty_score":0.007770717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1161434895","doi":"10.1007/s12028-014-0077-6","title":"The International Multidisciplinary Consensus Conference on Multimodality Monitoring in Neurocritical Care: A List of Recommendations and Additional Conclusions","year":2014,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"National Institute of Neurological Disorders and Stroke; National Institute for Health and Care Research","keywords":"Neurointensive care; Medicine; Multidisciplinary approach; Foundation (evidence); Intensive care medicine; Health care; Intensive care; MEDLINE; Critically ill; Medical emergency; Medical physics","authors":[{"name":"Peter Le Roux","is_ca":false},{"name":"David Menon","is_ca":false},{"name":"Giuseppe Citerio","is_ca":false},{"name":"Paul Vespa","is_ca":false},{"name":"Mary Kay Bader","is_ca":false},{"name":"Gretchen M. Brophy","is_ca":false},{"name":"Michael N. Diringer","is_ca":false},{"name":"Nino Stocchetti","is_ca":false},{"name":"Walter Videtta","is_ca":false},{"name":"Rocco Armonda","is_ca":false},{"name":"Neeraj Badjatia","is_ca":false},{"name":"Julian Bösel","is_ca":false},{"name":"Randall M. Chesnut","is_ca":false},{"name":"Sherry Chou","is_ca":false},{"name":"Jan Claassen","is_ca":false},{"name":"Marek Czosnyka","is_ca":false},{"name":"Michael De Georgia","is_ca":false},{"name":"Anthony Figaji","is_ca":false},{"name":"Jennifer Fugate","is_ca":false},{"name":"Raimund Helbok","is_ca":false},{"name":"David Horowitz","is_ca":false},{"name":"Peter J. Hutchinson","is_ca":false},{"name":"Monisha A. Kumar","is_ca":false},{"name":"Molly McNett","is_ca":false},{"name":"Chad Miller","is_ca":false},{"name":"Andrew M. Naidech","is_ca":false},{"name":"Mauro Oddo","is_ca":false},{"name":"DaiWai M. Olson","is_ca":false},{"name":"Kristine O’Phelan","is_ca":false},{"name":"J. Javier Provencio","is_ca":false},{"name":"Corinna Puppo","is_ca":false},{"name":"Richard R. Riker","is_ca":false},{"name":"Claudia Roberson","is_ca":false},{"name":"Michael M. Schmidt","is_ca":true},{"name":"Fabio Silvio Taccone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1688880367141914,"gpt":0.4586477355215632,"spread":0.2897596988073718,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01310157,0.00238355,0.006076615,0.0111679,0.001201585,0.004272245,0.003816585,0.004241318,0.005586409],"category_scores_gemma":[0.02005092,0.0009366008,0.005638632,0.009872269,0.0009862821,0.004305181,0.002920037,0.004907915,0.001947984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003309596,"about_ca_system_score_gemma":0.01600879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005485988,"about_ca_topic_score_gemma":0.01127089,"domain_scores_codex":[0.9957208,0.0008730266,0.001808901,0.0003462775,0.001018254,0.0002328141],"domain_scores_gemma":[0.9894518,0.004848619,0.001866184,0.0001487994,0.003284018,0.0004005094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003213139,0.0001325752,0.001440648,0.2417547,0.002030149,0.000422137,0.0003779786,0.0003841525,0.000657828,0.003152408,0.1374215,0.6119046],"study_design_scores_gemma":[0.00042486,0.0002013451,0.004269412,0.4179484,0.00917705,0.001380654,0.0004964682,0.0002596652,0.0005836964,0.004313879,0.560783,0.0001615098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001585387,0.988145,0.0004629683,0.007889015,0.001670984,0.0001859768,0.0003776436,0.00002049473,0.001089293],"genre_scores_gemma":[0.001119283,0.9902202,0.002449844,0.004427446,0.0006916384,0.0002238352,0.0004719291,0.00000768872,0.0003880906],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01310157,"threshold_uncertainty_score":0.06928849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2523389554","doi":"10.1007/s12028-016-0305-3","title":"Functional Outcome After Poor-Grade Subarachnoid Hemorrhage: A Single-Center Study and Systematic Literature Review","year":2016,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Subarachnoid hemorrhage; Cohort; Aneurysm; Mortality rate; Cohort study; Population; Surgery; Pediatrics; Internal medicine","authors":[{"name":"Airton Leonardo de Oliveira Manoel","is_ca":true},{"name":"Ann Mansur","is_ca":true},{"name":"Gisele Sampaio Silva","is_ca":false},{"name":"Menno R. Germans","is_ca":false},{"name":"Blessing N. R. Jaja","is_ca":true},{"name":"Ekaterina Kouzmina","is_ca":true},{"name":"Thomas R. Marotta","is_ca":true},{"name":"Simon Abrahamson","is_ca":true},{"name":"Tom A. Schweizer","is_ca":true},{"name":"Julian Spears","is_ca":true},{"name":"R. Loch Macdonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03999449797347614,"gpt":0.3206658153192783,"spread":0.2806713173458021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002677429,0.001077437,0.005434992,0.006843165,0.0005929018,0.001874868,0.001261207,0.001281558,0.003043994],"category_scores_gemma":[0.01286854,0.0007153463,0.006655608,0.008825242,0.0007758984,0.001775206,0.001400317,0.0008778923,0.0001652455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001709336,"about_ca_system_score_gemma":0.005328004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007680492,"about_ca_topic_score_gemma":0.02982228,"domain_scores_codex":[0.9974934,0.0003713386,0.001417726,0.0003128861,0.0002761052,0.0001284941],"domain_scores_gemma":[0.9921833,0.004910573,0.002076971,0.0001422335,0.0005166066,0.0001703059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006349063,0.00008135416,0.02176836,0.880591,0.04874857,0.0004847557,0.0005338627,0.0001557461,0.0002389005,0.0001934155,0.002325886,0.04424325],"study_design_scores_gemma":[0.0005767237,0.0004662609,0.09378543,0.4612433,0.4204912,0.002608015,0.001955129,0.000147722,0.0002471244,0.0005339253,0.01775729,0.0001879616],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006851468,0.9918332,0.00008390263,0.0001323174,0.00006052214,0.0001112573,0.0007631878,0.000003695055,0.0001605066],"genre_scores_gemma":[0.05632308,0.9420632,0.0004510074,0.0003429194,0.00005079403,0.0001722693,0.0005135955,0.000003444494,0.00007979995],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007680492,"threshold_uncertainty_score":0.0152716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221116881","doi":"10.1007/s12028-021-01431-w","title":"The Critical Role of Spreading Depolarizations in Early Brain Injury: Consensus and Contention","year":2022,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":101,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Queen's University","funders":"National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; National Research, Development and Innovation Office; National Institutes of Health; Rural Development Administration; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft; Heart and Stroke Foundation of Canada","keywords":"Excitotoxicity; Glutamate receptor; Medicine; Neuroscience; Depolarization; Neurology; Traumatic brain injury; Cerebral blood flow; Stroke (engine); Anesthesia; Internal medicine; Psychology; Psychiatry","authors":[{"name":"R. David Andrew","is_ca":true},{"name":"Jed A. Hartings","is_ca":false},{"name":"Cenk Ayata","is_ca":false},{"name":"K. C. Brennan","is_ca":false},{"name":"Ken Dawson‐Scully","is_ca":false},{"name":"Eszter Farkas","is_ca":false},{"name":"Óscar Herreras","is_ca":false},{"name":"Sergei A. Kirov","is_ca":false},{"name":"Michael Müller","is_ca":false},{"name":"Nikita Ollen‐Bittle","is_ca":true},{"name":"Clemens Reiffurth","is_ca":false},{"name":"Omer Revah","is_ca":false},{"name":"R. Meldrum Robertson","is_ca":true},{"name":"C. William Shuttleworth","is_ca":false},{"name":"Ghanim Ullah","is_ca":false},{"name":"Jens P. Dreier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1069188294396217,"gpt":0.4339733595547043,"spread":0.3270545301150826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01778115,0.0009175644,0.003398162,0.00334838,0.001108449,0.004638461,0.005668336,0.008747641,0.00206182],"category_scores_gemma":[0.02804062,0.0004620732,0.001878957,0.002894989,0.007112601,0.01061393,0.003600995,0.01392009,0.001698236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002662172,"about_ca_system_score_gemma":0.006331462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001981548,"about_ca_topic_score_gemma":0.001716742,"domain_scores_codex":[0.9951342,0.001146618,0.001388428,0.001079412,0.0009766307,0.0002747323],"domain_scores_gemma":[0.9472899,0.03664621,0.001985996,0.001183557,0.01156692,0.00132745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000558157,0.0001390671,0.001556235,0.05588,0.0005634808,0.001682257,0.002839821,0.001372285,0.001745943,0.08000229,0.1394435,0.7142169],"study_design_scores_gemma":[0.00007382991,0.0002843107,0.002543281,0.04468773,0.0007033873,0.002973971,0.003987542,0.0006051711,0.001553552,0.148644,0.7936795,0.0002636369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007444251,0.9269148,0.001950175,0.0607095,0.007736147,0.00001702558,0.0000556557,0.00003528382,0.001837068],"genre_scores_gemma":[0.01156172,0.9310624,0.002481853,0.0382663,0.01558802,0.0000591038,0.0001087818,0.0000390783,0.0008326292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01778115,"threshold_uncertainty_score":0.09403688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4249787195","doi":"10.1007/s12028-012-9784-z","title":"Systematic Review of Efficacy, Pharmacokinetics, and Administration of Intraventricular Vancomycin in Adults","year":2012,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":96,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's & Women's Health Centre of British Columbia; Burnaby Hospital; University of British Columbia","funders":"","keywords":"Vancomycin; Medicine; Ventriculitis; Meningitis; Intensive care medicine; Dosing; Dose; Antibiotics; Adverse effect; Intraventricular hemorrhage; Anesthesia; Internal medicine; Surgery; Staphylococcus aureus; Gestational age","authors":[{"name":"Karen Ng","is_ca":true},{"name":"Vincent H Mabasa","is_ca":true},{"name":"Ivy Chow","is_ca":true},{"name":"Mary H. H. Ensom","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007465652386494112,"gpt":0.2713514166220751,"spread":0.263885764235581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008498082,0.001042615,0.009123016,0.003136808,0.0003491048,0.001482147,0.001345825,0.001246995,0.001805266],"category_scores_gemma":[0.03772422,0.0008807422,0.008507662,0.004089864,0.0007594205,0.001018347,0.0008650376,0.0008512285,0.0001574933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002511794,"about_ca_system_score_gemma":0.005884563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028344,"about_ca_topic_score_gemma":0.03216937,"domain_scores_codex":[0.9894578,0.003603549,0.004940721,0.0008137687,0.0009887713,0.0001953591],"domain_scores_gemma":[0.9725392,0.01585594,0.009080012,0.0005119828,0.00167139,0.0003414121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003603514,0.00003742722,0.006068425,0.8597256,0.09015446,0.0001848282,0.0002089684,0.0002112547,0.0005188975,0.0001044382,0.001443315,0.03773887],"study_design_scores_gemma":[0.003925505,0.002319894,0.03406304,0.3324443,0.6100802,0.000840503,0.0003277619,0.0001647202,0.000599278,0.0002030759,0.01495843,0.00007323112],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007427162,0.9912253,0.0001451314,0.0001519727,0.00009583893,0.0001656523,0.0006020912,0.000007085787,0.0001797436],"genre_scores_gemma":[0.1420909,0.8547992,0.001104577,0.0008470278,0.0001674404,0.0003314981,0.0005255078,0.00001138221,0.0001225288],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01028344,"threshold_uncertainty_score":0.04494274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991311552","doi":"10.1007/s12028-010-9387-5","title":"Diffuse Cerebral Intravascular Coagulation and Cerebral Infarction in Pneumococcal Meningitis","year":2010,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":95,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Cerebral infarction; Vasculitis; Meningitis; Disseminated intravascular coagulation; Infarction; Cerebral vasculitis; Endarteritis; Thrombosis; Autopsy; Pathology; Internal medicine; Cardiology; Surgery; Ischemia; Myocardial infarction; Disease","authors":[{"name":"Mervyn D. I. Vergouwen","is_ca":true},{"name":"Ewout S. Schut","is_ca":false},{"name":"Dirk Troost","is_ca":false},{"name":"Diederik van de Beek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006601643439982091,"gpt":0.2326595548215581,"spread":0.226057911381576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009354584,0.001027086,0.001147675,0.002397923,0.0009388479,0.001312559,0.0008680861,0.003460494,0.004079841],"category_scores_gemma":[0.00546238,0.000719832,0.0004986711,0.001806974,0.001866939,0.001709535,0.0009494374,0.002046641,0.0008348043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007340313,"about_ca_system_score_gemma":0.0009336732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003304308,"about_ca_topic_score_gemma":0.00248523,"domain_scores_codex":[0.9993588,0.0001770217,0.0001006826,0.0000613089,0.0001192394,0.0001829114],"domain_scores_gemma":[0.9975694,0.001098989,0.0005285376,0.0001941324,0.0001557769,0.0004531548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.003025526,0.0003054617,0.3108053,0.0001777178,0.00009533129,0.6740708,0.0003581947,0.000205076,0.001130425,0.0009056079,0.001301543,0.007618976],"study_design_scores_gemma":[0.0001932084,0.000676999,0.3601241,0.00006639904,0.0001376927,0.6332194,0.0008282082,0.0008711133,0.0005319726,0.001824656,0.001477346,0.0000489529],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729644,0.008439707,0.0006874126,0.002353608,0.0001867485,0.000078818,0.00017488,0.0000464279,0.01506804],"genre_scores_gemma":[0.9939408,0.002951349,0.0002301976,0.0003716379,0.001555566,0.0000174677,0.000165839,0.000006101528,0.0007610313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004079841,"threshold_uncertainty_score":0.01364845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993376553","doi":"10.1007/s12028-009-9248-2","title":"Seizure Detection with a Commercially Available Bedside EEG Monitor and the Subhairline Montage","year":2009,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":93,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Electroencephalography; Medicine; Epilepsy; Intensive care unit; Neurology; Gold standard (test); Anesthesia; Intensive care medicine; Internal medicine; Psychiatry","authors":[{"name":"G. Bryan Young","is_ca":true},{"name":"Michael D. Sharpe","is_ca":true},{"name":"Martin Savard","is_ca":true},{"name":"Eyad Al Thenayan","is_ca":true},{"name":"Loretta Norton","is_ca":true},{"name":"Corrine Davies-Schinkel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01372312220034887,"gpt":0.2501413799538699,"spread":0.236418257753521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002519848,0.0007101498,0.0005522397,0.0007602709,0.0002357527,0.0003790457,0.000345163,0.0007896244,0.00423128],"category_scores_gemma":[0.001138848,0.0002351026,0.0002193343,0.0003713378,0.0001819281,0.0004994505,0.00049066,0.0005546596,0.001066579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209939,"about_ca_system_score_gemma":0.0002623694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006747639,"about_ca_topic_score_gemma":0.00242539,"domain_scores_codex":[0.9997682,0.00004770243,0.00002015691,0.00005698745,0.00009080637,0.00001621358],"domain_scores_gemma":[0.9996362,0.0001850288,0.00004163702,0.00002921985,0.00006540985,0.00004259752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004198906,0.0002614287,0.02931009,0.0004046173,0.0001369503,0.002034001,0.000437842,0.0008622554,0.3607164,0.000883628,0.01049673,0.5902571],"study_design_scores_gemma":[0.001397401,0.006168361,0.4224474,0.0003519795,0.0007334183,0.04499595,0.0003801427,0.0903864,0.3808973,0.002191321,0.04978869,0.0002617049],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4596327,0.002893065,0.5043974,0.00160914,0.0004035149,0.0007853548,0.002148761,0.01091791,0.01721225],"genre_scores_gemma":[0.7357163,0.001041414,0.2490411,0.001024578,0.0004730767,0.0004477962,0.0005687514,0.0006277387,0.01105917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00423128,"threshold_uncertainty_score":0.01415503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988848760","doi":"10.1007/s12028-010-9447-x","title":"Left Ventricular Dysfunction and Cerebral Infarction from Vasospasm After Subarachnoid Hemorrhage","year":2010,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Takotsubo Cardiomyopathy and Associated Phenomena","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"American Heart Association","keywords":"Medicine; Subarachnoid hemorrhage; Neurology; Vasospasm; Cardiology; Cerebral vasospasm; Cerebral infarction; Internal medicine; Anesthesia; Ischemia; Psychiatry","authors":[{"name":"Richard E. Temes","is_ca":true},{"name":"Elena Tessitore","is_ca":false},{"name":"J. Michael Schmidt","is_ca":false},{"name":"Andrew M. Naidech","is_ca":false},{"name":"Andres Fernandez","is_ca":false},{"name":"Noeleen Ostapkovich","is_ca":false},{"name":"Jennifer Frontera","is_ca":true},{"name":"Katja E. Wartenberg","is_ca":true},{"name":"Marco R. Di Tullio","is_ca":false},{"name":"Neeraj Badjatia","is_ca":false},{"name":"E. Sander Connolly","is_ca":false},{"name":"Stephan A. Mayer","is_ca":false},{"name":"Augusto Parra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003840790986359504,"gpt":0.2084444929377506,"spread":0.204603701951391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006067936,0.000964164,0.001073015,0.001803992,0.001451434,0.0009392577,0.001087544,0.002881249,0.002028934],"category_scores_gemma":[0.003768182,0.0006315783,0.0007012876,0.001208173,0.00187456,0.001327036,0.0007164638,0.001940854,0.0004353338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000963222,"about_ca_system_score_gemma":0.000859515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002335418,"about_ca_topic_score_gemma":0.003324423,"domain_scores_codex":[0.9995908,0.00008341257,0.00005752595,0.00003671703,0.00006497814,0.0001665993],"domain_scores_gemma":[0.9983494,0.000668413,0.0003666679,0.0001662124,0.00006943938,0.0003799273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.002052307,0.0002139665,0.2275546,0.00006831514,0.0001130645,0.7648008,0.0003356341,0.0001485032,0.001139117,0.0004138161,0.0004783201,0.002681436],"study_design_scores_gemma":[0.0002858071,0.0009984548,0.525986,0.00005197078,0.0002046457,0.4677129,0.0007860127,0.000703241,0.0006783786,0.001841947,0.0006824608,0.00006815857],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922628,0.001570314,0.0002539369,0.0007071361,0.0001234276,0.00003509558,0.00009635535,0.0000188239,0.004932267],"genre_scores_gemma":[0.9982125,0.0005266601,0.00007633469,0.0002095719,0.0006170764,0.0000115324,0.00009041252,0.000003003378,0.0002529511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002881249,"threshold_uncertainty_score":0.006988704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029177089","doi":"10.1007/s12028-014-0026-4","title":"Traumatic Brain Injury Associated Coagulopathy","year":2014,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Coagulopathy; Traumatic brain injury; Neurology; Intensive care medicine; Psychiatry","authors":[{"name":"Airton Leonardo de Oliveira Manoel","is_ca":true},{"name":"Antônio Chaves de Assís Neto","is_ca":false},{"name":"Precilla Veigas","is_ca":true},{"name":"Sandro Rizoli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02424954234854965,"gpt":0.3144055268366628,"spread":0.2901559844881132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001668783,0.0004158439,0.0003370707,0.0011021,0.00070992,0.0008685539,0.0002723262,0.0006822539,0.005898843],"category_scores_gemma":[0.001930571,0.00008316508,0.0002880561,0.001100639,0.0004586088,0.0004617007,0.0003739453,0.001105209,0.0008895353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007250065,"about_ca_system_score_gemma":0.0008615649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024501,"about_ca_topic_score_gemma":0.002357918,"domain_scores_codex":[0.9998205,0.00002517875,0.00003023041,0.0000138608,0.00005420533,0.0000559468],"domain_scores_gemma":[0.9996637,0.00008118607,0.0001171213,0.00001971261,0.00007699338,0.00004127074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.001038048,0.0003534483,0.2540309,0.0007509961,0.0002532681,0.5616219,0.0003376087,0.0005189043,0.006211375,0.008833176,0.02949243,0.1365579],"study_design_scores_gemma":[0.00007661677,0.0003069568,0.1962585,0.0005691436,0.000228444,0.7613512,0.0003235901,0.0007213164,0.00258051,0.006094921,0.03145589,0.00003298164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5921473,0.07255894,0.00334185,0.01543839,0.001862433,0.0004259461,0.001307952,0.0002240303,0.3126932],"genre_scores_gemma":[0.9584718,0.0216278,0.001391687,0.002863299,0.001930709,0.00006738611,0.0005744148,0.0000190367,0.01305386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005898843,"threshold_uncertainty_score":0.01973355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002316922","doi":"10.1007/s12028-016-0269-3","title":"Systematic Review of Efficacy, Pharmacokinetics, and Administration of Intraventricular Aminoglycosides in Adults","year":2016,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's & Women's Health Centre of British Columbia; Burnaby Hospital; University of British Columbia","funders":"","keywords":"Medicine; Pharmacokinetics; Neurology; Intensive care medicine; Pharmacology; Psychiatry","authors":[{"name":"Marlys LeBras","is_ca":true},{"name":"Ivy Chow","is_ca":true},{"name":"Vincent H Mabasa","is_ca":true},{"name":"Mary H. H. Ensom","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01717366789275258,"gpt":0.3563711225325268,"spread":0.3391974546397742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003797983,0.001345174,0.008160042,0.004261436,0.0003822937,0.001641545,0.001613484,0.001626267,0.003038894],"category_scores_gemma":[0.01595007,0.0007854586,0.008631647,0.005255791,0.0006248796,0.00135806,0.001053083,0.001147855,0.0001844848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859288,"about_ca_system_score_gemma":0.005920146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009733475,"about_ca_topic_score_gemma":0.02911394,"domain_scores_codex":[0.9966754,0.0007920735,0.001633766,0.000282056,0.0005019674,0.0001147524],"domain_scores_gemma":[0.9926745,0.004548951,0.002041231,0.0001013613,0.0005249217,0.0001090424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004655185,0.00002584439,0.0007240351,0.9517468,0.01985543,0.00008943937,0.00009506218,0.00009710254,0.000187573,0.0000953691,0.000882689,0.02573501],"study_design_scores_gemma":[0.001204618,0.000785108,0.009667291,0.5961694,0.364529,0.0006819699,0.0002917777,0.0001310718,0.0003126678,0.0003156931,0.02583368,0.0000778285],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001033794,0.9984146,0.00005710226,0.00006053432,0.0000497834,0.00009645132,0.0001878025,0.000003503292,0.00009639596],"genre_scores_gemma":[0.01125889,0.9877714,0.0003499616,0.0002715525,0.00005273436,0.0001197595,0.0001110128,0.000002115547,0.00006263686],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009733475,"threshold_uncertainty_score":0.02008587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052562209","doi":"10.1007/s12028-014-0003-y","title":"Association Between Optic Nerve Sheath Diameter and Mortality in Patients with Severe Traumatic Brain Injury","year":2014,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Coastal Health; Royal Columbian Hospital; Vancouver General Hospital; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"Medicine; Traumatic brain injury; Logistic regression; Intracranial pressure; Neurology; Retrospective cohort study; Cohort; Cohort study; Internal medicine; Anesthesia","authors":[{"name":"Mypinder S. Sekhon","is_ca":true},{"name":"Paul B. McBeth","is_ca":true},{"name":"Jie Zou","is_ca":true},{"name":"Lu Qiao","is_ca":true},{"name":"Leif Kolmodin","is_ca":true},{"name":"William R. Henderson","is_ca":true},{"name":"Steve Reynolds","is_ca":true},{"name":"Donald Griesdale","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01675551805485404,"gpt":0.2709631992661047,"spread":0.2542076812112507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003923815,0.0003608132,0.0004279385,0.0009798355,0.0006185834,0.0006798244,0.0003894833,0.0007790353,0.002418354],"category_scores_gemma":[0.003340718,0.0003229727,0.0006411652,0.001068809,0.0004274195,0.0007735467,0.0006670271,0.001245123,0.0002482923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000362783,"about_ca_system_score_gemma":0.0005078607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002266775,"about_ca_topic_score_gemma":0.002342387,"domain_scores_codex":[0.9996351,0.00006791195,0.00007257069,0.00006083607,0.00006061976,0.0001029385],"domain_scores_gemma":[0.9968838,0.0008419674,0.001288736,0.0001608656,0.0002251443,0.0005994161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001355089,0.00001862838,0.9990708,0.000004350517,0.00003041355,0.0001787163,0.00002609863,0.00003159784,0.00008627019,0.00001172635,0.00004232909,0.0003635755],"study_design_scores_gemma":[0.0000050393,0.00009665192,0.9984981,0.000004405726,0.00002570777,0.0007814481,0.0002672506,0.0001774423,0.00003115525,0.00005189355,0.0000541639,0.000006806019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988853,0.0002614219,0.00006055264,0.00008539933,0.00001567963,0.000002239654,0.000132431,0.000003953196,0.0005528141],"genre_scores_gemma":[0.9995999,0.00008825281,0.00003107976,0.0000192857,0.00003614476,0.000002052742,0.0001356489,0.000001183212,0.00008656047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002418354,"threshold_uncertainty_score":0.008090138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048256493","doi":"10.1007/s12028-013-9939-6","title":"NMDA Antagonists for Refractory Seizures","year":2014,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; University of Manitoba","funders":"","keywords":"Medicine; Ketamine; Adverse effect; MEDLINE; Cochrane Library; Status epilepticus; Refractory (planetary science); NMDA receptor; Population; Clinical trial; Pediatrics; Randomized controlled trial; Anesthesia; Internal medicine; Epilepsy; Psychiatry; Receptor","authors":[{"name":"Frederick A. Zeiler","is_ca":true},{"name":"Jeanne Teitelbaum","is_ca":true},{"name":"Lawrence M. Gillman","is_ca":true},{"name":"Michael West","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07010674299224347,"gpt":0.4452973918231191,"spread":0.3751906488308756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004341436,0.001122114,0.001817325,0.002003501,0.0001878845,0.0007634367,0.0008261427,0.0008474333,0.005747289],"category_scores_gemma":[0.0008516695,0.0002800176,0.0006204034,0.001635797,0.0003440196,0.001069666,0.0006856001,0.001662563,0.001525385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004225373,"about_ca_system_score_gemma":0.0009408403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009475418,"about_ca_topic_score_gemma":0.004085349,"domain_scores_codex":[0.9998423,0.00002932866,0.0000453874,0.00002313524,0.00004183054,0.00001802087],"domain_scores_gemma":[0.999703,0.000122284,0.00009593989,0.00000764781,0.00004367324,0.00002746518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002773026,0.000108568,0.000111776,0.02872277,0.0002909184,0.0002057047,0.00003744778,0.0002158157,0.001485546,0.0009747002,0.02328809,0.9442814],"study_design_scores_gemma":[0.0006407737,0.0005523707,0.001853872,0.01394038,0.001789029,0.002644845,0.0001024761,0.0002273939,0.0009741762,0.001854701,0.9753733,0.00004672154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001833519,0.9983218,0.00009078542,0.0001941951,0.0001627239,0.00001129887,0.00002326503,0.000008265929,0.001004264],"genre_scores_gemma":[0.001375761,0.9972843,0.0001669036,0.0003260776,0.0001778892,0.00001151413,0.00003207375,0.000001349552,0.0006240883],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005747289,"threshold_uncertainty_score":0.01922661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288052827","doi":"10.1007/s12028-022-01565-5","title":"Processed Electroencephalogram-Based Monitoring to Guide Sedation in Critically Ill Adult Patients: Recommendations from an International Expert Panel-Based Consensus","year":2022,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Università degli Studi di Brescia","keywords":"Medicine; Critically ill; Sedation; Neurology; Intensive care medicine; Medical physics; Medical emergency; Emergency medicine; Anesthesia; Psychiatry","authors":[{"name":"Frank Rasulo","is_ca":false},{"name":"Philip Hopkins","is_ca":false},{"name":"Francisco Lobo","is_ca":false},{"name":"Pierre Pandin","is_ca":false},{"name":"Basil Matta","is_ca":false},{"name":"Carla Carozzi","is_ca":false},{"name":"Stefano Romagnoli","is_ca":false},{"name":"Anthony Absalom","is_ca":false},{"name":"Rafael Badenes","is_ca":false},{"name":"Thomas P. Bleck","is_ca":false},{"name":"Anselmo Caricato","is_ca":false},{"name":"Jan Claassen","is_ca":false},{"name":"André Denault","is_ca":true},{"name":"Cristina Honorato-Cía","is_ca":false},{"name":"Saba Motta","is_ca":false},{"name":"Geert Meyfroidt","is_ca":false},{"name":"Finn M. Radtke","is_ca":false},{"name":"Zaccaria Ricci","is_ca":false},{"name":"Chiara Robba","is_ca":false},{"name":"Fabio Silvio Taccone","is_ca":false},{"name":"Paul Vespa","is_ca":false},{"name":"Ida Nardiello","is_ca":false},{"name":"Massimo Lamperti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02253885179280006,"gpt":0.3383240749307489,"spread":0.3157852231379488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1653601,0.001965979,0.002258308,0.00632912,0.00266336,0.004052964,0.007163392,0.008619935,0.002142781],"category_scores_gemma":[0.1330216,0.001191923,0.004228784,0.004112612,0.002192552,0.004209973,0.006866931,0.006160132,0.001324612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006601716,"about_ca_system_score_gemma":0.03461663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00516801,"about_ca_topic_score_gemma":0.005188332,"domain_scores_codex":[0.9073433,0.05011164,0.02275856,0.003285023,0.01348489,0.00301656],"domain_scores_gemma":[0.8592716,0.04979523,0.009823057,0.002502494,0.07195391,0.006653802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006658866,0.0009678698,0.0205862,0.04029952,0.001111773,0.002679354,0.02733102,0.006297379,0.004440885,0.01223902,0.1833405,0.7000406],"study_design_scores_gemma":[0.001756769,0.001923457,0.05019165,0.2222866,0.004400936,0.005219684,0.06788428,0.02297342,0.005924583,0.05406824,0.5621282,0.001242307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.07667995,0.1321174,0.1662177,0.5281342,0.01638727,0.02943119,0.00294014,0.00088278,0.04720932],"genre_scores_gemma":[0.3184657,0.09570672,0.497457,0.05225256,0.001967718,0.02336172,0.005612203,0.0002137228,0.004962662],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1653601,"threshold_uncertainty_score":0.8745182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2975832819","doi":"10.1007/s12028-019-00842-0","title":"Imaging for Neuroprognostication After Cardiac Arrest: Systematic Review and Meta-analysis","year":2019,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Magnetic resonance imaging; Meta-analysis; Fluid-attenuated inversion recovery; Diagnostic odds ratio; Neurology; Neuroimaging; Internal medicine; Radiology; Nuclear medicine","authors":[{"name":"Carmen Lopez Soto","is_ca":true},{"name":"Laura Dragoi","is_ca":true},{"name":"Chris Heyn","is_ca":true},{"name":"Andreas H. Kramer","is_ca":true},{"name":"Ruxandra Pinto","is_ca":true},{"name":"Neill K. J. Adhikari","is_ca":true},{"name":"Damon C. Scales","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05211992360291227,"gpt":0.3710028153415664,"spread":0.3188828917386541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005494801,0.002296516,0.01237258,0.003130126,0.0005073152,0.002516288,0.001637091,0.002370201,0.005479009],"category_scores_gemma":[0.01872163,0.001322746,0.02328589,0.003669375,0.0007594274,0.001742546,0.001693562,0.002169158,0.0003706166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001430598,"about_ca_system_score_gemma":0.002531168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00662395,"about_ca_topic_score_gemma":0.0236499,"domain_scores_codex":[0.9967929,0.001195097,0.00101783,0.0004698342,0.0003389248,0.000185413],"domain_scores_gemma":[0.9895434,0.007456831,0.002061352,0.0002723179,0.0005272201,0.0001389018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002314616,0.000054989,0.004381246,0.4928158,0.4788523,0.0001196288,0.0001242107,0.0002799435,0.0002541288,0.0001104715,0.0009376092,0.01975515],"study_design_scores_gemma":[0.001112675,0.0002387615,0.004892693,0.03322236,0.9582263,0.0001152354,0.00007920023,0.0001009997,0.00007428582,0.0001494888,0.00175303,0.0000349638],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003687531,0.9954336,0.000199042,0.0000923825,0.00009612666,0.00009662288,0.0002421397,0.00001146582,0.0001410733],"genre_scores_gemma":[0.132256,0.8637503,0.001501438,0.001151301,0.0002613568,0.000334159,0.0004160983,0.00002163322,0.0003077349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01237258,"threshold_uncertainty_score":0.02905965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999079852","doi":"10.1007/s12028-009-9306-9","title":"Statins in the Management of Patients with Aneurysmal Subarachnoid Hemorrhage: A Systematic Review and Meta-analysis","year":2009,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Statin; Subarachnoid hemorrhage; Internal medicine; Observational study; Meta-analysis; MEDLINE; Neurology; Stroke (engine); Randomized controlled trial; Cohort study","authors":[{"name":"Andreas H. Kramer","is_ca":true},{"name":"Jeffrey J. Fletcher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03739742075194324,"gpt":0.3173268119347883,"spread":0.2799293911828451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004054991,0.001429394,0.0120744,0.002224299,0.0004586324,0.001296914,0.001245015,0.001543262,0.002004297],"category_scores_gemma":[0.01131586,0.0009685465,0.01529805,0.003425405,0.0004264206,0.0008739338,0.0008054267,0.00134008,0.0001691343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210285,"about_ca_system_score_gemma":0.001917677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005378516,"about_ca_topic_score_gemma":0.01644764,"domain_scores_codex":[0.9968562,0.001338154,0.0009590123,0.0003595706,0.0003516299,0.0001354362],"domain_scores_gemma":[0.9942309,0.003790688,0.001291557,0.0001597357,0.0003887136,0.0001384899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01082615,0.0001341711,0.01180293,0.2367755,0.7026678,0.0003125585,0.0001239204,0.0005826722,0.0005886672,0.0001016002,0.001200764,0.03488329],"study_design_scores_gemma":[0.002271006,0.0005726541,0.009022021,0.009046722,0.9765925,0.0001746372,0.00006883043,0.0001878675,0.0001987758,0.0001205001,0.001708873,0.00003564017],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01332446,0.9855838,0.0002779604,0.0001458664,0.0001587551,0.00009471514,0.0002337759,0.00001221589,0.0001686089],"genre_scores_gemma":[0.2410275,0.7559702,0.001347476,0.0006012241,0.0002606333,0.0002265119,0.0003409171,0.00000958047,0.0002158979],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0120744,"threshold_uncertainty_score":0.0214451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070872705","doi":"10.1007/s12028-009-9249-1","title":"Glucose Control and Mortality in Patients with Severe Traumatic Brain Injury","year":2009,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Neurology; Traumatic brain injury; Emergency medicine; Intensive care medicine; Medical emergency; Psychiatry","authors":[{"name":"Donald Griesdale","is_ca":true},{"name":"Marie‐Hélène Tremblay","is_ca":true},{"name":"Jonathan McEwen","is_ca":true},{"name":"Dean R. Chittock","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009837930221602113,"gpt":0.2771284002826753,"spread":0.2672904700610732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000408189,0.0004144658,0.000600349,0.0006373351,0.0006125488,0.0009063995,0.0003488295,0.0009158376,0.0009344826],"category_scores_gemma":[0.003347193,0.0003209111,0.000670648,0.001188292,0.0003292679,0.000654988,0.0004111818,0.001650641,0.0001213225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000512182,"about_ca_system_score_gemma":0.000542702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004852344,"about_ca_topic_score_gemma":0.005640229,"domain_scores_codex":[0.9997149,0.00008221092,0.00004524144,0.00003129076,0.00005027533,0.00007601571],"domain_scores_gemma":[0.9981718,0.0004249327,0.0007659413,0.00008389463,0.000114541,0.0004387706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006519235,0.00009520495,0.9976701,0.000009926479,0.0001180326,0.0001735359,0.00006540264,0.00009677534,0.00008644404,0.0000251017,0.00009132226,0.0009161104],"study_design_scores_gemma":[0.00002206555,0.0003073555,0.9981164,0.00001008648,0.00008408757,0.0003840547,0.0003010201,0.0005218525,0.00005135682,0.0001213945,0.00007034569,0.00001000033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998953,0.000428661,0.00003023706,0.0001309959,0.00001752129,0.000002587039,0.00007868481,0.000001698547,0.0003565315],"genre_scores_gemma":[0.9995164,0.0001918854,0.00003171732,0.00005680296,0.00003282265,0.000003223805,0.0001177533,8.170122e-7,0.00004875166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004852344,"threshold_uncertainty_score":0.009648204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946053410","doi":"10.1007/s12028-019-00723-6","title":"Common Data Elements for Unruptured Intracranial Aneurysms and Subarachnoid Hemorrhage Clinical Research: A National Institute for Neurological Disorders and Stroke and National Library of Medicine Project","year":2019,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health; Neurocritical Care Society","keywords":"Medicine; Subarachnoid hemorrhage; National library; Medical emergency; Observational study; Clinical trial; Steering committee; Stroke (engine); Neurology; Data sharing; Alternative medicine; Library science; Surgery; Psychiatry; Engineering; Pathology","authors":[{"name":"José I. Suárez","is_ca":false},{"name":"Muniza Sheikh","is_ca":true},{"name":"R. Loch Macdonald","is_ca":true},{"name":"Sepideh Amin‐Hanjani","is_ca":false},{"name":"Robert D. Brown","is_ca":true},{"name":"Airton Leonardo de Oliveira Manoel","is_ca":true},{"name":"Colin P. Derdeyn","is_ca":false},{"name":"Nima Etminan","is_ca":false},{"name":"E. Keller","is_ca":false},{"name":"Peter D. LeRoux","is_ca":false},{"name":"Stephan A. Mayer","is_ca":false},{"name":"Akio Morita","is_ca":false},{"name":"Gabriël J.E. Rinkel","is_ca":false},{"name":"Daniel Rufennacht","is_ca":false},{"name":"Martin N. Stienen","is_ca":false},{"name":"James C. Torner","is_ca":false},{"name":"Mervyn D. I. Vergouwen","is_ca":false},{"name":"George Kwok Chu Wong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1197957851735632,"gpt":0.4115503498176195,"spread":0.2917545646440562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0691655,0.001329691,0.003269792,0.03648095,0.004471629,0.008365108,0.004753503,0.002637424,0.01222353],"category_scores_gemma":[0.1958929,0.001561993,0.003651896,0.04776755,0.002080727,0.006164652,0.01016295,0.003687157,0.004175771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008887134,"about_ca_system_score_gemma":0.05780002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02915115,"about_ca_topic_score_gemma":0.0283455,"domain_scores_codex":[0.8954973,0.02774994,0.05190333,0.00668992,0.01561527,0.00254422],"domain_scores_gemma":[0.5778652,0.1879502,0.07787121,0.05958295,0.0740075,0.02272291],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005372731,0.001407483,0.2829584,0.01786534,0.003398404,0.001147259,0.00602085,0.003780835,0.006026106,0.05821666,0.3276498,0.286156],"study_design_scores_gemma":[0.001548716,0.0008034393,0.2871301,0.01210636,0.003633642,0.002018361,0.004513254,0.007484694,0.01298205,0.02671024,0.6406213,0.0004478266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0555643,0.008050174,0.05622093,0.01150327,0.0007752012,0.01010064,0.8298882,0.005057346,0.0228399],"genre_scores_gemma":[0.09998337,0.004482927,0.1892651,0.003612814,0.0002976325,0.00767553,0.6899482,0.001330895,0.0034037],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9308345,"threshold_uncertainty_score":0.3657865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038622874","doi":"10.1007/s12028-012-9787-9","title":"Factors Associated with the Withdrawal of Life-Sustaining Therapies in Patients with Severe Traumatic Brain Injury: A Multicenter Cohort Study","year":2012,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; McMaster University; St. Michael's Hospital; Ottawa Hospital; University of Manitoba; Université Laval; Université de Montréal; University of Toronto; University of Ottawa; Hôpital de l'Enfant-Jésus","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Neurology; Traumatic brain injury; Cohort; Cohort study; Multicenter study; Intensive care medicine; Emergency medicine; Psychiatry; Internal medicine; Randomized controlled trial","authors":[{"name":"N Côte","is_ca":true},{"name":"Alexis F. Turgeon","is_ca":true},{"name":"François Lauzier","is_ca":true},{"name":"Lynne Moore","is_ca":true},{"name":"Damon C. Scales","is_ca":true},{"name":"Françis Bernard","is_ca":true},{"name":"Ryan Zarychanski","is_ca":true},{"name":"Karen E. A. Burns","is_ca":true},{"name":"Maureen O. Meade","is_ca":true},{"name":"David Zygun","is_ca":true},{"name":"Jean-François Simard","is_ca":true},{"name":"Amélie Boutin","is_ca":true},{"name":"Jacques G. Brochu","is_ca":true},{"name":"Dean Fergusson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02481661907678314,"gpt":0.2740246869717329,"spread":0.2492080678949498,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008711693,0.0006617861,0.0008665353,0.0007863846,0.001204371,0.001348391,0.0006557326,0.001083158,0.001365255],"category_scores_gemma":[0.00300205,0.0006379545,0.001329923,0.001507988,0.0004891621,0.001254681,0.0008118284,0.001570496,0.0002242076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005316639,"about_ca_system_score_gemma":0.0009294912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007922448,"about_ca_topic_score_gemma":0.00690022,"domain_scores_codex":[0.9992344,0.0002026212,0.00009915451,0.0001786131,0.0001075649,0.0001776845],"domain_scores_gemma":[0.9978645,0.0002480189,0.0009498457,0.0002320817,0.0002007125,0.0005048792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003220546,0.0001355334,0.998607,0.000004240597,0.0001287744,0.0001420465,0.0001078791,0.00002086899,0.0001765321,0.00001245402,0.00006569779,0.0002770072],"study_design_scores_gemma":[0.00003041632,0.000256609,0.9985941,0.000003380433,0.00005988213,0.0003598687,0.0004589501,0.000115667,0.00002879414,0.00001657936,0.00006678493,0.000009085068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999629,0.00006948377,0.0000278811,0.00003209141,0.000007104397,0.000008501781,0.0001214807,9.524889e-7,0.0001034216],"genre_scores_gemma":[0.9994423,0.0000727947,0.00003853031,0.00003545255,0.00001903955,0.00001319869,0.0002804034,0.000001719919,0.00009654543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007922448,"threshold_uncertainty_score":0.01575267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105580342","doi":"10.1007/s12028-011-9668-7","title":"Early Ketamine to Treat Refractory Status Epilepticus","year":2012,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Treatment of Major Depression","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Ketamine; Medicine; Status epilepticus; Anesthesia; Propofol; Midazolam; NMDA receptor; Refractory (planetary science); Context (archaeology); Neurology; Pharmacology; Epilepsy; Sedation; Internal medicine; Receptor","authors":[{"name":"Andreas H. Kramer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01867225167756205,"gpt":0.3071297394107493,"spread":0.2884574877331872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000181501,0.0005091126,0.0007966221,0.0001637165,0.0002269501,0.0002976586,0.0003448752,0.0003664681,0.001500415],"category_scores_gemma":[0.0006199908,0.000118855,0.0003097169,0.0001090422,0.0001682928,0.000391511,0.0002278534,0.001298053,0.0004664991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002688648,"about_ca_system_score_gemma":0.0004490219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005307346,"about_ca_topic_score_gemma":0.002577944,"domain_scores_codex":[0.9998852,0.0000409713,0.00001300583,0.000009443686,0.000020167,0.00003124194],"domain_scores_gemma":[0.9998685,0.00003092347,0.00003159364,0.00000940568,0.00001136282,0.00004827795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04729191,0.005745641,0.009388491,0.001593551,0.0005689278,0.01150541,0.0003066037,0.0008772899,0.07721617,0.002333013,0.01617962,0.8269933],"study_design_scores_gemma":[0.08053087,0.1378444,0.3275418,0.002757744,0.001856712,0.1852793,0.001332792,0.01358538,0.09648478,0.009651232,0.1427408,0.0003942312],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9259371,0.0451226,0.005032511,0.003132693,0.001486792,0.000382977,0.0001580454,0.0002512394,0.01849605],"genre_scores_gemma":[0.9859746,0.008610302,0.00238188,0.000626797,0.0002638041,0.00007209678,0.0001039472,0.00001955148,0.001947131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001500415,"threshold_uncertainty_score":0.005019426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2877762558","doi":"10.1007/s12028-018-0570-4","title":"Continuous Assessment of “Optimal” Cerebral Perfusion Pressure in Traumatic Brain Injury: A Cohort Study of Feasibility, Reliability, and Relation to Outcome","year":2018,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Traumatic brain injury; Retrospective cohort study; Cerebral autoregulation; Kappa; Cerebral perfusion pressure; Cerebral blood flow; Cohort; Autoregulation; Cohort study; Anesthesia; Internal medicine; Blood pressure; Psychiatry","authors":[{"name":"Andreas H. Kramer","is_ca":true},{"name":"Philippe Couillard","is_ca":true},{"name":"David A. Zygun","is_ca":true},{"name":"Marcel Aries","is_ca":false},{"name":"Clare Gallagher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03460460281538695,"gpt":0.3666216512200431,"spread":0.3320170484046561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002828794,0.0003687543,0.0003861667,0.0007512477,0.0006458246,0.001052272,0.0007088103,0.001009408,0.0008510663],"category_scores_gemma":[0.01358254,0.0005769117,0.0006192526,0.000879882,0.0009100608,0.001190796,0.0008160539,0.001356007,0.0002203232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003503918,"about_ca_system_score_gemma":0.0005590481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004834032,"about_ca_topic_score_gemma":0.003361398,"domain_scores_codex":[0.9979905,0.0008452151,0.0001977999,0.0003691871,0.0003072444,0.0002899492],"domain_scores_gemma":[0.9931722,0.002172802,0.002093082,0.001226143,0.0007624873,0.000573362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002970592,0.0001347629,0.9985889,0.000003018736,0.00006930729,0.00005442737,0.0001726002,0.0000246114,0.0001549551,0.00002242044,0.00002943019,0.0004485514],"study_design_scores_gemma":[0.00001322977,0.0003835518,0.9987018,0.000003211316,0.0000321578,0.0001501817,0.000325907,0.0002157529,0.00007100106,0.0000425465,0.00005229802,0.000008314577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999637,0.00003896855,0.000116434,0.00001520152,0.000005760489,0.000004989378,0.00006783519,0.000001144042,0.0001126724],"genre_scores_gemma":[0.9997434,0.00002550411,0.00006581905,0.000008787078,0.000008769698,0.000006351152,0.00008944487,0.000001706861,0.00005016201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004834032,"threshold_uncertainty_score":0.01496029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021402007","doi":"10.1385/ncc:2:1:005","title":"Continuous EEG Monitoring in Comatose Intensive Care Patients: Epileptiform Activity in Etiologically Distinct Groups","year":2005,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Neurology; Electroencephalography; Ictal; Encephalopathy; Anesthesia; Coma (optics); Prospective cohort study; Intensive care medicine; Internal medicine; Psychiatry","authors":[{"name":"G. Bryan Young","is_ca":true},{"name":"Gordon S. Doig","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0198100803609828,"gpt":0.3123308398068384,"spread":0.2925207594458556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003521239,0.0004492705,0.0005656872,0.0009234762,0.0005357504,0.0007057694,0.000283964,0.0005598337,0.0008351373],"category_scores_gemma":[0.003547368,0.0001230564,0.0002686393,0.0007273192,0.0004036481,0.0007105888,0.000483518,0.0005079799,0.0001593799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003666423,"about_ca_system_score_gemma":0.0003566137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001496154,"about_ca_topic_score_gemma":0.002026909,"domain_scores_codex":[0.9996418,0.00008766136,0.00006210076,0.00004767843,0.00006221411,0.00009858363],"domain_scores_gemma":[0.9988747,0.0004057504,0.0002994919,0.00004997544,0.0001265674,0.0002434416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001716721,0.00009073284,0.9888412,0.00001871507,0.00004061417,0.001878438,0.0003549539,0.00008508699,0.001112296,0.00005271349,0.0001024323,0.005706041],"study_design_scores_gemma":[0.00005242585,0.000535997,0.9947183,0.00001452646,0.00003176016,0.00274703,0.001030091,0.0003758336,0.0001988726,0.0001752335,0.0001132788,0.000006737441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990582,0.0003285781,0.00006785568,0.00005112728,0.000009451222,0.000006658389,0.00003144179,0.000001580666,0.000445175],"genre_scores_gemma":[0.9997175,0.0001177474,0.00003996378,0.00002548466,0.00001826391,0.000004754289,0.00005318053,6.939324e-7,0.00002225951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001496154,"threshold_uncertainty_score":0.002974868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033988868","doi":"10.1007/s12028-010-9495-2","title":"Using Continuous Electroencephalography in the Management of Delayed Cerebral Ischemia Following Subarachnoid Hemorrhage","year":2011,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Subarachnoid hemorrhage; Electroencephalography; Neurology; Quantitative electroencephalography; Intracerebral hemorrhage; Ischemia; Anesthesia; Internal medicine","authors":[{"name":"Rahul Rathakrishnan","is_ca":true},{"name":"Jean Gotman","is_ca":true},{"name":"François Dubeau","is_ca":true},{"name":"Mark Angle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02683057670253869,"gpt":0.2756679658167788,"spread":0.2488373891142401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004575884,0.0008920115,0.001010258,0.001260179,0.0004655637,0.0006953047,0.0005886829,0.0009943254,0.0004935422],"category_scores_gemma":[0.004693792,0.0002053657,0.0003333086,0.0009186579,0.0006084945,0.0008050576,0.000300299,0.002741217,0.0001660103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003999639,"about_ca_system_score_gemma":0.0007485781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166463,"about_ca_topic_score_gemma":0.001957814,"domain_scores_codex":[0.9996167,0.0001614442,0.00005767004,0.0000255039,0.00008461787,0.00005396961],"domain_scores_gemma":[0.9989592,0.0005917776,0.0001595346,0.00004267174,0.00009225724,0.0001545162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0159907,0.001993894,0.2040517,0.001746972,0.000812143,0.1748919,0.0008601393,0.002841535,0.02461404,0.0008909887,0.008360291,0.5629456],"study_design_scores_gemma":[0.006449583,0.02527834,0.4941688,0.001632414,0.002001485,0.3791367,0.002643937,0.01540114,0.03967613,0.003623849,0.02960483,0.0003828855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8881237,0.07435586,0.01232801,0.006044359,0.001555605,0.0002624388,0.0002139152,0.0002543863,0.01686179],"genre_scores_gemma":[0.9832756,0.01226886,0.002022028,0.0006200633,0.001253128,0.00006325875,0.00005766689,0.00001611624,0.0004233314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001260179,"threshold_uncertainty_score":0.002901912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039106541","doi":"10.1007/s12028-007-0003-2","title":"Cerebral infarction associated with acute subarachnoid hemorrhage","year":2007,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Subarachnoid hemorrhage; Infarction; Coma (optics); Cerebral infarction; Glasgow Coma Scale; Anesthesia; Cardiology; Intraventricular hemorrhage; Complication; Cerebral edema; Aneurysm; Vasospasm; Modified Rankin Scale; Internal medicine; Surgery; Ischemia; Myocardial infarction","authors":[{"name":"J. Michael Schmidt","is_ca":true},{"name":"Fred Rincón","is_ca":true},{"name":"Andres Fernandez","is_ca":true},{"name":"Charles D. Resor","is_ca":true},{"name":"Robert G. Kowalski","is_ca":true},{"name":"Jan Claassen","is_ca":true},{"name":"E. Sander Connolly","is_ca":true},{"name":"Brian‐Fred Fitzsimmons","is_ca":true},{"name":"Stephan A. Mayer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0108670516404511,"gpt":0.261862809365377,"spread":0.2509957577249259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003244532,0.0006949264,0.0009109201,0.001735182,0.001799043,0.001029404,0.000759613,0.001901554,0.002928665],"category_scores_gemma":[0.004737437,0.0004407726,0.0005795868,0.001772945,0.001152774,0.00108388,0.0006825516,0.00169878,0.0006121956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008643294,"about_ca_system_score_gemma":0.000930406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001853648,"about_ca_topic_score_gemma":0.002091426,"domain_scores_codex":[0.9994585,0.0001065057,0.0000790534,0.00003973683,0.0001051204,0.000211043],"domain_scores_gemma":[0.998708,0.0004285401,0.0003660633,0.0001337412,0.00009704089,0.0002666347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.00154596,0.0003657448,0.1816221,0.0001819262,0.00009673784,0.8001333,0.0002584973,0.0002580963,0.00135658,0.0007926283,0.001714894,0.01167363],"study_design_scores_gemma":[0.0002442753,0.000776698,0.2547096,0.00005759118,0.0001612228,0.7379948,0.000423356,0.0006375976,0.001199082,0.001722582,0.00201684,0.00005640891],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573857,0.007016717,0.001341039,0.002179672,0.0003642415,0.0001394605,0.0003195527,0.00009557689,0.03115809],"genre_scores_gemma":[0.9938068,0.002058452,0.0003486559,0.0006119624,0.001673602,0.00003271297,0.0002314545,0.00001197363,0.001224309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002928665,"threshold_uncertainty_score":0.009797394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048109392","doi":"10.1007/s12028-010-9433-3","title":"Preventing Vasospasm Improves Outcome After Aneurysmal Subarachnoid Hemorrhage: Rationale and Design of CONSCIOUS-2 and CONSCIOUS-3 Trials","year":2010,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Subarachnoid hemorrhage; Vasospasm; Glasgow Outcome Scale; Cerebral vasospasm; Randomized controlled trial; Anesthesia; Clinical endpoint; Aneurysm; Endovascular coiling; Internal medicine; Surgery; Glasgow Coma Scale; Endovascular treatment","authors":[{"name":"R. Loch Macdonald","is_ca":true},{"name":"Randall T. Higashida","is_ca":false},{"name":"E. Keller","is_ca":false},{"name":"Stephan A. Mayer","is_ca":false},{"name":"Andy Molyneux","is_ca":false},{"name":"Andreas Raabe","is_ca":false},{"name":"Peter Vajkoczy","is_ca":false},{"name":"Isabel Wanke","is_ca":false},{"name":"Aline Frey","is_ca":false},{"name":"Angelina Marr","is_ca":false},{"name":"Sébastiên Roux","is_ca":false},{"name":"Neal F. Kassell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02966785342463577,"gpt":0.299474553907108,"spread":0.2698067004824722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02732475,0.002137844,0.005428908,0.001056015,0.00127423,0.002688607,0.001551338,0.0047918,0.003081561],"category_scores_gemma":[0.03126355,0.001023128,0.005587511,0.001088136,0.003730264,0.001770041,0.001072493,0.003905968,0.0005046483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009090984,"about_ca_system_score_gemma":0.001973724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005919393,"about_ca_topic_score_gemma":0.001229714,"domain_scores_codex":[0.9767699,0.01702147,0.002708119,0.001441721,0.000977719,0.001081007],"domain_scores_gemma":[0.9836003,0.009838482,0.002698452,0.001733986,0.0008987297,0.001229918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8594255,0.006633282,0.007472131,0.00807826,0.0237556,0.0001537854,0.0003324719,0.001196791,0.003687266,0.004452899,0.001525247,0.08328681],"study_design_scores_gemma":[0.826434,0.12431,0.01142059,0.001109802,0.01996892,0.0001469954,0.0001112587,0.0009200577,0.00207867,0.006989941,0.006386969,0.0001227378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.7874689,0.1068116,0.0134736,0.01078836,0.00732851,0.05614842,0.002495755,0.0004609477,0.01502384],"genre_scores_gemma":[0.9497719,0.0111708,0.01346517,0.005434558,0.00306554,0.01513452,0.0004761927,0.00006347724,0.001417711],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.02732475,"threshold_uncertainty_score":0.1445088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3006097906","doi":"10.1007/s12028-020-00930-6","title":"Improving Prediction of Favourable Outcome After 6 Months in Patients with Severe Traumatic Brain Injury Using Physiological Cerebral Parameters in a Multivariable Logistic Regression Model","year":2020,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"University of Manitoba; Health Sciences Centre Foundation","keywords":"Medicine; Traumatic brain injury; Logistic regression; Intracranial pressure; Cerebral perfusion pressure; Neurology; Stepwise regression; Anesthesia; Cerebral blood flow; Emergency medicine; Internal medicine","authors":[{"name":"Frank C. Bennis","is_ca":false},{"name":"Bibi Teeuwen","is_ca":false},{"name":"Frederick A. Zeiler","is_ca":true},{"name":"Jan Willem J. Elting","is_ca":false},{"name":"Joukje van der Naalt","is_ca":false},{"name":"Pietro Bonizzi","is_ca":false},{"name":"Tammo Delhaas","is_ca":false},{"name":"Marcel Aries","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06802399199021363,"gpt":0.2957462315728261,"spread":0.2277222395826125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005741067,0.001295162,0.001120605,0.001645668,0.0003638529,0.001426562,0.001259544,0.0008368862,0.001674237],"category_scores_gemma":[0.01036031,0.0004777058,0.001906393,0.001018557,0.0002776818,0.000701419,0.001072045,0.001960123,0.0004847812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005895745,"about_ca_system_score_gemma":0.001103747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007158707,"about_ca_topic_score_gemma":0.003600439,"domain_scores_codex":[0.9984285,0.0008343243,0.0001124629,0.0003287311,0.0001167535,0.0001791874],"domain_scores_gemma":[0.9924921,0.005468977,0.0008844799,0.0002406787,0.0005805501,0.0003331203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002358685,0.0006044984,0.8742128,0.0001234228,0.001252553,0.0003777696,0.0002221824,0.0868703,0.0008447925,0.0001947232,0.001681957,0.03125639],"study_design_scores_gemma":[0.00007850242,0.0008440642,0.1115826,0.00006581122,0.0005294476,0.0002344329,0.0001719516,0.8850077,0.0004034258,0.0005548213,0.0004768704,0.00005032512],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714918,0.0007237701,0.02505291,0.0009784717,0.00009772994,0.00006540724,0.0007742267,0.0003132047,0.0005025592],"genre_scores_gemma":[0.9946373,0.0001567689,0.004044583,0.00004187441,0.00004570976,0.00004910381,0.0006774258,0.00002272863,0.0003243671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007158707,"threshold_uncertainty_score":0.03036201,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3178115205","doi":"10.1007/s12028-021-01281-6","title":"Mechanisms Underlying Disorders of Consciousness: Bridging Gaps to Move Toward an Integrated Translational Science","year":2021,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Templeton World Charity Foundation; Horizon 2020 Framework Programme; Gates Cambridge Trust; Johns Hopkins University; European Commission; Neurocritical Care Society; Tiny Blue Dot Foundation; National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; Cambridge Trust; Canadian Institute for Advanced Research","keywords":"Bridging (networking); Neurology; Medicine; Consciousness; Persistent vegetative state; Translational research; Neuroscience; Engineering ethics; Psychiatry; Psychology; Minimally conscious state; Engineering; Pathology; Computer science","authors":[{"name":"Andrea I. Luppi","is_ca":false},{"name":"Joshua Cain","is_ca":false},{"name":"Lennart R. B. Spindler","is_ca":false},{"name":"Urszula Górska","is_ca":false},{"name":"Daniel Toker","is_ca":false},{"name":"Andrew E. Hudson","is_ca":false},{"name":"Emery N. Brown","is_ca":false},{"name":"Michael N. Diringer","is_ca":false},{"name":"Robert D. Stevens","is_ca":false},{"name":"Marcello Massimini","is_ca":false},{"name":"Martin M. Monti","is_ca":false},{"name":"Emmanuel A. Stamatakis","is_ca":false},{"name":"Mélanie Boly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0773411013481374,"gpt":0.3814038018584117,"spread":0.3040627005102743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05488362,0.001857716,0.004182631,0.004531892,0.003296459,0.01593925,0.004272638,0.01287244,0.00958831],"category_scores_gemma":[0.03809056,0.0009018793,0.002967886,0.00228032,0.01519842,0.03131294,0.01595963,0.02203088,0.002864257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005892445,"about_ca_system_score_gemma":0.03643693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001953018,"about_ca_topic_score_gemma":0.002037962,"domain_scores_codex":[0.9909326,0.004177659,0.001098131,0.001164384,0.00163027,0.0009969563],"domain_scores_gemma":[0.9106383,0.0637164,0.003782095,0.006880863,0.009136222,0.005846042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006323663,0.0009661868,0.00303169,0.01782956,0.0005602001,0.0005178122,0.003989202,0.003393442,0.004186794,0.3712417,0.07824759,0.5154036],"study_design_scores_gemma":[0.0001212583,0.0005720282,0.001647803,0.01155905,0.0003033764,0.0003152475,0.004526398,0.002397335,0.001582613,0.791642,0.1851766,0.0001563001],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003052314,0.3440226,0.03471399,0.6050996,0.008180059,0.0002005978,0.0003475472,0.0003955476,0.003987678],"genre_scores_gemma":[0.07669565,0.606072,0.1268794,0.1611982,0.02336059,0.001250813,0.00144372,0.0003418803,0.002757784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05488362,"threshold_uncertainty_score":0.2902558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017866150","doi":"10.1007/s12028-014-9997-4","title":"Computed Tomography Angiography in the Diagnosis Of Brain Death: A Systematic Review and Meta-Analysis","year":2014,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Neurology; Radiology; Meta-analysis; Computed tomography; Neuroradiology; Angiography; Cerebral angiography; Computed tomography angiography; Medical physics; Pathology; Psychiatry","authors":[{"name":"Andreas H. Kramer","is_ca":true},{"name":"Derek J. Roberts","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07462001325840142,"gpt":0.367868599295807,"spread":0.2932485860374056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005022387,0.002120074,0.01254059,0.003810217,0.000643195,0.002204464,0.00181308,0.002343921,0.00233424],"category_scores_gemma":[0.01690002,0.001317226,0.02061562,0.00556274,0.0006669079,0.00153306,0.001336498,0.001876808,0.0002405387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239373,"about_ca_system_score_gemma":0.002149761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007093418,"about_ca_topic_score_gemma":0.02052748,"domain_scores_codex":[0.9960691,0.00137688,0.001285084,0.000617712,0.0004795089,0.0001717414],"domain_scores_gemma":[0.9883921,0.008816323,0.001625993,0.0003002737,0.0007264334,0.0001389862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003374438,0.00007795162,0.0208333,0.3112187,0.6382039,0.0003415597,0.0001681374,0.0005747777,0.0003510834,0.0001233318,0.001026558,0.0237062],"study_design_scores_gemma":[0.0006494841,0.0001834829,0.009216483,0.01420121,0.9739501,0.0002066955,0.00009135497,0.0001838356,0.00009563607,0.0001280549,0.001053743,0.00003987936],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006917333,0.9923011,0.0002368346,0.00007658055,0.00008793202,0.0000548342,0.000200349,0.000007644021,0.0001172736],"genre_scores_gemma":[0.1872836,0.8095904,0.001397566,0.0005897066,0.000296497,0.0001961427,0.0004340569,0.00001268709,0.0001993407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01254059,"threshold_uncertainty_score":0.02656126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884710134","doi":"10.1007/s12028-018-0573-1","title":"Detection of Brain Hypoxia Based on Noninvasive Optical Monitoring of Cerebral Blood Flow with Diffuse Correlation Spectroscopy","year":2018,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lawson Health Research Institute; Western University","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute of Neurological Disorders and Stroke","keywords":"Cerebral blood flow; Medicine; Indocyanine green; Cerebral perfusion pressure; Hypoxia (environmental); Anesthesia; Perfusion; Cerebral hypoxia; Glasgow Coma Scale; Neurology; Cardiology; Bolus (digestion); Internal medicine; Nuclear medicine; Oxygen; Surgery; Ischemia; Chemistry","authors":[{"name":"David R. Busch","is_ca":false},{"name":"Ramani Balu","is_ca":false},{"name":"Wesley B. Baker","is_ca":false},{"name":"Wensheng Guo","is_ca":false},{"name":"Lian He","is_ca":false},{"name":"Mamadou Diop","is_ca":true},{"name":"Daniel Milej","is_ca":true},{"name":"Venkaiah C. Kavuri","is_ca":false},{"name":"Olivia Amendolia","is_ca":false},{"name":"Keith St. Lawrence","is_ca":true},{"name":"Arjun G. Yodh","is_ca":false},{"name":"W. Andrew Kofke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00900595325767136,"gpt":0.2771099945880001,"spread":0.2681040413303287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005118252,0.0004777439,0.0003144697,0.0006767133,0.0002809713,0.0004361911,0.00039963,0.0006596633,0.0005590469],"category_scores_gemma":[0.001339599,0.0002282397,0.0001433937,0.0005015719,0.0004947824,0.000651742,0.0004573898,0.0008271096,0.0001286169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002296691,"about_ca_system_score_gemma":0.0004848373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008745852,"about_ca_topic_score_gemma":0.001472394,"domain_scores_codex":[0.9996823,0.0001243753,0.00001014839,0.00006173689,0.00008619737,0.00003531109],"domain_scores_gemma":[0.9994286,0.0003058315,0.0001025145,0.00002713831,0.00008808896,0.00004792205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001910203,0.0003907471,0.02736633,0.0003970137,0.00009147509,0.0004978935,0.0002487177,0.001965049,0.8640032,0.002320832,0.001284104,0.09952442],"study_design_scores_gemma":[0.0002240292,0.002734155,0.1271863,0.0001504988,0.0003022029,0.006745534,0.0003827426,0.1068787,0.7469518,0.004301331,0.00401758,0.000125124],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.810789,0.005199414,0.1758438,0.0006701446,0.0001134439,0.0001799761,0.0002438025,0.000454841,0.006505425],"genre_scores_gemma":[0.9365085,0.001840958,0.06012105,0.0003664281,0.0000885171,0.0001202037,0.00009349128,0.00003161507,0.0008292681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008745852,"threshold_uncertainty_score":0.002706826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3177542085","doi":"10.1007/s12028-021-01260-x","title":"Proceedings of the First Curing Coma Campaign NIH Symposium: Challenging the Future of Research for Coma and Disorders of Consciousness","year":2021,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; National Institutes of Health","keywords":"Neurointensive care; Persistent vegetative state; Medicine; Coma (optics); Consciousness; Deliverable; Engineering ethics; Psychiatry; Intensive care medicine; Minimally conscious state; Psychology; Neuroscience; Engineering","authors":[{"name":"Jan Claassen","is_ca":false},{"name":"Yama Akbari","is_ca":false},{"name":"Sheila Alexander","is_ca":false},{"name":"Mary Kay Bader","is_ca":false},{"name":"Kathleen Bell","is_ca":false},{"name":"Thomas P. Bleck","is_ca":false},{"name":"Mélanie Boly","is_ca":false},{"name":"Jeremy Brown","is_ca":false},{"name":"Sherry Chou","is_ca":false},{"name":"Michael N. Diringer","is_ca":false},{"name":"Brian L. Edlow","is_ca":false},{"name":"Brandon Foreman","is_ca":false},{"name":"Joseph T. Giacino","is_ca":false},{"name":"Olivia Gosseries","is_ca":false},{"name":"Theresa Green","is_ca":false},{"name":"David M. Greer","is_ca":false},{"name":"Daniel F. Hanley","is_ca":false},{"name":"Jed A. Hartings","is_ca":false},{"name":"Raimund Helbok","is_ca":false},{"name":"J. Claude Hemphill","is_ca":false},{"name":"Holly E. Hinson","is_ca":false},{"name":"Karen G. Hirsch","is_ca":false},{"name":"Theresa Human","is_ca":false},{"name":"Michael L. James","is_ca":false},{"name":"Nerissa Ko","is_ca":false},{"name":"Daniel Kondziella","is_ca":false},{"name":"Sarah Livesay","is_ca":false},{"name":"Lori Madden","is_ca":false},{"name":"Shraddha Mainali","is_ca":false},{"name":"Stephan A. Mayer","is_ca":false},{"name":"Victoria McCredie","is_ca":true},{"name":"Molly McNett","is_ca":false},{"name":"Geert Meyfroidt","is_ca":false},{"name":"Martin M. Monti","is_ca":false},{"name":"Susanne Muehlschlegel","is_ca":false},{"name":"Santosh B. Murthy","is_ca":false},{"name":"Paul Nyquist","is_ca":false},{"name":"DaiWai M. Olson","is_ca":false},{"name":"J. Javier Provencio","is_ca":false},{"name":"Eric S. Rosenthal","is_ca":false},{"name":"Gisele Sampaio Silva","is_ca":false},{"name":"Simone Sarasso","is_ca":false},{"name":"Nicholas D. Schiff","is_ca":false},{"name":"Tarek Sharshar","is_ca":false},{"name":"Lori Shutter","is_ca":false},{"name":"Robert D. Stevens","is_ca":false},{"name":"Paul Vespa","is_ca":false},{"name":"Walter Videtta","is_ca":false},{"name":"Amy K. Wagner","is_ca":false},{"name":"Wendy Ziai","is_ca":false},{"name":"John Whyte","is_ca":false},{"name":"Elizabeth Zink","is_ca":false},{"name":"José I. Suárez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04475848574415696,"gpt":0.3557715872414469,"spread":0.3110131014972899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05870492,0.001650291,0.001331921,0.002279788,0.004641599,0.01348529,0.002446386,0.009114326,0.01295615],"category_scores_gemma":[0.05692219,0.0006238873,0.002054001,0.001348049,0.002989575,0.006591695,0.008389327,0.02118434,0.003839484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006556661,"about_ca_system_score_gemma":0.02285045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004613361,"about_ca_topic_score_gemma":0.01051791,"domain_scores_codex":[0.9832636,0.009199797,0.0009597925,0.001013442,0.003942357,0.001621071],"domain_scores_gemma":[0.9232277,0.03227623,0.002300292,0.001835899,0.02111862,0.01924128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000168511,0.00009094195,0.0003533096,0.0007554587,0.00006185636,0.0001256025,0.001023164,0.0001044881,0.0004591883,0.00395671,0.9494042,0.04349653],"study_design_scores_gemma":[0.0001142966,0.000332505,0.002420994,0.003641347,0.0001683884,0.0001485784,0.003345689,0.0002530962,0.0008329032,0.01213708,0.9764981,0.0001070165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001624613,0.03331991,0.002359018,0.8204436,0.1332121,0.0003178972,0.0007731289,0.0001342065,0.007815668],"genre_scores_gemma":[0.05347244,0.1259559,0.02122468,0.3672678,0.3515303,0.002962491,0.004221354,0.0007586135,0.07260641],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05870492,"threshold_uncertainty_score":0.310465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137363317","doi":"10.1007/s12028-015-0180-3","title":"The Effect of Packed Red Blood Cell Transfusion on Cerebral Oxygenation and Metabolism After Subarachnoid Hemorrhage","year":2015,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Blood transfusion and management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Subarachnoid hemorrhage; Cerebral perfusion pressure; Anesthesia; Bleed; Intracranial pressure; Hemoglobin; Traumatic brain injury; Packed red blood cells; Blood pressure; Blood transfusion; Internal medicine; Cerebral blood flow; Surgery","authors":[{"name":"Pedro Kurtz","is_ca":false},{"name":"Raimund Helbok","is_ca":false},{"name":"Jan Claassen","is_ca":false},{"name":"J. Michael Schmidt","is_ca":true},{"name":"Luis Fernandez","is_ca":true},{"name":"R. Morgan Stuart","is_ca":true},{"name":"E. Sander Connolly","is_ca":true},{"name":"Kiwon Lee","is_ca":false},{"name":"Stephan A. Mayer","is_ca":false},{"name":"Neeraj Badjatia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006609247245867375,"gpt":0.2300627321969367,"spread":0.2234534849510693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008973479,0.0004575832,0.001159704,0.0002929447,0.0004748075,0.0007966127,0.0005408961,0.0007682003,0.00119343],"category_scores_gemma":[0.003938805,0.0001980048,0.0007559987,0.0005367197,0.001105065,0.0007066072,0.0002537588,0.001869984,0.0001677488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007813828,"about_ca_system_score_gemma":0.001119344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003463847,"about_ca_topic_score_gemma":0.004754459,"domain_scores_codex":[0.9994909,0.0002381476,0.00005431815,0.00003584737,0.00008602239,0.00009476516],"domain_scores_gemma":[0.9976777,0.00133003,0.0002708557,0.000168106,0.0001464339,0.0004068663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7378177,0.008991022,0.06141612,0.0009976813,0.003205161,0.005998238,0.001104531,0.002016834,0.0379039,0.0007471889,0.001697899,0.1381037],"study_design_scores_gemma":[0.009829705,0.1190132,0.8186206,0.0002818127,0.004991396,0.003128149,0.001127981,0.003326996,0.03385224,0.001086225,0.004587291,0.0001544431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942855,0.003792806,0.0000938033,0.0003629346,0.0001902437,0.00002688556,0.00006185532,0.000008004273,0.001177946],"genre_scores_gemma":[0.9967837,0.001917491,0.0001514463,0.0002340915,0.0003717215,0.0000138288,0.00008016763,0.000006363382,0.0004412316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003463847,"threshold_uncertainty_score":0.006887317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966346975","doi":"10.1007/s12028-010-9345-2","title":"Fluid Balance, Complications, and Brain Tissue Oxygen Tension Monitoring Following Severe Traumatic Brain Injury","year":2010,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Glasgow Coma Scale; Traumatic brain injury; Pulmonary edema; Anesthesia; Cerebral edema; Balance (ability); Resuscitation; Intracranial pressure; Internal medicine; Physical therapy; Lung","authors":[{"name":"Jeffrey J. Fletcher","is_ca":false},{"name":"Karen Bergman","is_ca":false},{"name":"Paul A. Blostein","is_ca":false},{"name":"Andreas H. Kramer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02153190173566987,"gpt":0.3177628526574017,"spread":0.2962309509217319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007079455,0.0006682923,0.001364611,0.001630767,0.0009068677,0.0008503575,0.0005747221,0.001028843,0.0004372723],"category_scores_gemma":[0.00620581,0.0003287068,0.0005016743,0.001328812,0.0008456095,0.0009887301,0.0005522143,0.001975109,0.00009108095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007152327,"about_ca_system_score_gemma":0.0006937046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002335182,"about_ca_topic_score_gemma":0.002769963,"domain_scores_codex":[0.9993333,0.0001518063,0.0001221026,0.00006983818,0.0001944623,0.0001285166],"domain_scores_gemma":[0.9973261,0.0007067447,0.0009387698,0.0001073664,0.0002669115,0.0006540801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01224123,0.0009915446,0.9461111,0.0001571631,0.0003145173,0.01309906,0.0007369988,0.0009945572,0.006275163,0.0001078242,0.0004925089,0.01847818],"study_design_scores_gemma":[0.00008000735,0.004453188,0.9799315,0.00002904306,0.0002100057,0.009298665,0.0006247252,0.001988287,0.002728454,0.0002996403,0.0003056119,0.00005087571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982398,0.0006796392,0.000229005,0.0001263413,0.00002749993,0.00002276029,0.00006747628,0.000008776741,0.0005987592],"genre_scores_gemma":[0.9993852,0.0002201365,0.0001070696,0.00005755714,0.00005948741,0.00001242803,0.00006882909,0.000001876921,0.00008741391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002335182,"threshold_uncertainty_score":0.005189359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025582922","doi":"10.1007/s12028-008-9147-y","title":"Metaanalysis of Tirilazad Mesylate in Patients with Aneurysmal Subarachnoid Hemorrhage","year":2008,"lang":"en","type":"review","venue":"Neurocritical Care","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Subarachnoid hemorrhage; Cerebral vasospasm; Vasospasm; Anesthesia; Glasgow Outcome Scale; Randomized controlled trial; Cerebral infarction; Modified Rankin Scale; Odds ratio; Clinical trial; Internal medicine; Glasgow Coma Scale; Ischemia; Ischemic stroke","authors":[{"name":"Yeon Gyoe Jang","is_ca":true},{"name":"Don Ilodigwe","is_ca":true},{"name":"R. Loch Macdonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01952561237397018,"gpt":0.2842053211428481,"spread":0.2646797087688779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003291299,0.001241593,0.007742671,0.001175059,0.0002344761,0.0009041948,0.0009658433,0.000758455,0.002202674],"category_scores_gemma":[0.006208757,0.0007437245,0.01206402,0.002192278,0.0002382544,0.0005659987,0.0005971259,0.0008584293,0.0001636328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006698313,"about_ca_system_score_gemma":0.0009972716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001999708,"about_ca_topic_score_gemma":0.00557086,"domain_scores_codex":[0.9982724,0.0007730841,0.0004705641,0.0002203728,0.0001928662,0.0000706167],"domain_scores_gemma":[0.9969758,0.001900994,0.0007034305,0.0001567715,0.000201561,0.00006145845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.02722865,0.00008492215,0.01278256,0.1272849,0.7619913,0.0004037837,0.00006721355,0.000797329,0.001330002,0.0001482299,0.002233853,0.06564737],"study_design_scores_gemma":[0.004868984,0.001163433,0.01843417,0.003124488,0.9663952,0.0003748361,0.00004270883,0.0002834451,0.000422711,0.0002242663,0.004622851,0.00004282287],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02037273,0.9780973,0.0004725217,0.0001535289,0.000190373,0.00005886404,0.0003433589,0.00002014445,0.0002911955],"genre_scores_gemma":[0.3194391,0.6767055,0.001453702,0.0007574119,0.0003633248,0.0001393307,0.0006525788,0.00001918431,0.0004698722],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007742671,"threshold_uncertainty_score":0.01740623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}