{"meta":{"query_hash":"3628c1ae054c","filters":{"venue":"Brain Circulation"},"cohort_total":13,"direct_labels_cover":1,"predictions_cover":13,"exported":13,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/3628c1ae054c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Brain+Circulation"},"results":[{"id":"W2753179386","doi":"10.4103/bc.bc_8_17","title":"Tackling issues in the path toward clinical translation in brain conditioning: Potential offered by nutraceuticals","year":2017,"lang":"en","type":"review","venue":"Brain Circulation","topic":"Cardiac Ischemia and Reperfusion","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"Société Française de Nutrition Entérale et Parentérale; Centre National de la Recherche Scientifique; Fondation pour la Recherche Médicale","keywords":"Nutraceutical; Neuroprotection; Medicine; Conditioning; Ischemia; Neuroscience; Polyunsaturated fatty acid; Translation (biology); Pharmacology; Psychology; Biology; Internal medicine; Fatty acid; Biochemistry; Pathology","score_opus":0.14647133756557695,"score_gpt":0.4588173230529344,"score_spread":0.3123459854873574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753179386","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048216963,0.9843715,0.0004904704,0.0063662585,0.00045287434,0.0025862774,0.000044087974,0.000044515786,0.00082231115],"genre_scores_gemma":[0.07531303,0.91956747,0.000118626376,0.00041300058,0.001047955,0.00011900276,0.0031726914,0.000062657804,0.00018558047],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962397,0.0009512277,0.0013670166,0.000597495,0.0005369294,0.00030758043],"domain_scores_gemma":[0.9975764,0.0012100171,0.0004877682,0.00058191683,0.00005871207,0.00008517025],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030438874,0.00035049245,0.0016271137,0.0002351004,0.00012529963,0.0001075945,0.00019356127,0.0009921809,0.000052175215],"category_scores_gemma":[0.0014172604,0.00025546757,0.00080141716,0.00024138993,0.00012234254,0.00014409574,0.000025019159,0.001000501,0.00002676399],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004388978,0.0002569877,0.0007661377,0.0041940548,0.00008099479,0.00010396911,0.0006632757,0.000011289079,0.00023060765,0.00009581666,0.0043738247,0.98917913],"study_design_scores_gemma":[0.0022993367,0.000075115255,0.0053229905,0.012811972,0.0005999333,0.00018469134,0.0001230054,0.0009009273,0.0000071407776,0.00019233099,0.9770607,0.0004218667],"about_ca_topic_score_codex":0.000044401233,"about_ca_topic_score_gemma":0.0000075213047,"teacher_disagreement_score":0.9887573,"about_ca_system_score_codex":0.000141004,"about_ca_system_score_gemma":0.00026921183,"threshold_uncertainty_score":0.99998975},"labels":[],"label_agreement":null},{"id":"W2953495254","doi":"10.4103/bc.bc_5_19","title":"Therapeutic hypothermia: Applications in adults with acute ischemic stroke","year":2019,"lang":"en","type":"review","venue":"Brain Circulation","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Ontario Brain Institute","funders":"","keywords":"Medicine; Hypothermia; Stroke (engine); Intensive care medicine; Ischemic stroke; Ischemia; Cardiology; Internal medicine","score_opus":0.03512133158869964,"score_gpt":0.3311739717361642,"score_spread":0.2960526401474646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953495254","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007775318,0.9882479,0.001973655,0.00028727995,0.00008710852,0.0055063274,0.000033021155,0.00019875901,0.0028884348],"genre_scores_gemma":[0.007391625,0.98553956,0.00044581812,0.0003854757,0.00048757019,0.001043578,0.0014615527,0.00033462356,0.0029102233],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786896,0.000106618565,0.00067813875,0.0005778552,0.0004790581,0.0002893953],"domain_scores_gemma":[0.998172,0.00037307493,0.00046482703,0.00079127465,0.000094479146,0.00010436536],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024484535,0.00042862553,0.0013639682,0.00045141936,0.000032791508,0.000014907621,0.00016534104,0.00045039493,0.00011903597],"category_scores_gemma":[0.000043623346,0.0003108273,0.0002314196,0.00067742454,0.00007928296,0.000090898604,0.000021464371,0.00054065103,0.00013176596],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072789364,0.00012241211,0.00081252906,0.012771523,0.00040747094,0.000016732443,0.00019603292,0.00002731085,0.00006971576,0.000297137,0.00019228183,0.9850141],"study_design_scores_gemma":[0.002144849,0.00011261657,0.008138393,0.01832464,0.0017760437,0.0002904338,0.00005117513,0.00020067208,0.00000261549,0.000022916685,0.96853805,0.00039761732],"about_ca_topic_score_codex":0.000010182537,"about_ca_topic_score_gemma":0.000005921199,"teacher_disagreement_score":0.98461646,"about_ca_system_score_codex":0.0003760963,"about_ca_system_score_gemma":0.0004492421,"threshold_uncertainty_score":0.9999344},"labels":[],"label_agreement":null},{"id":"W2996881540","doi":"10.4103/bc.bc_60_19","title":"Selective retrograde cerebral cooling in complete cerebral circulatory arrest","year":2019,"lang":"en","type":"article","venue":"Brain Circulation","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Circulatory system; Hypothermia; Neuroprotection; Anesthesia; Stroke (engine); Cardiology; Internal medicine","score_opus":0.020117518649278486,"score_gpt":0.27284147604293507,"score_spread":0.2527239573936566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996881540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934565,0.00010229049,0.00058543996,0.0017001074,0.0005385463,0.0010792235,0.0000044141657,0.00024487742,0.0022886076],"genre_scores_gemma":[0.9975164,0.000001002695,0.00037741233,0.0012157728,0.00044387433,0.000021648371,0.00014136522,0.00007787025,0.000204689],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786747,0.00014466034,0.00052137463,0.00048993237,0.000565505,0.0004110628],"domain_scores_gemma":[0.99887586,0.00021575433,0.00018863051,0.00043520716,0.00012642774,0.00015813361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005244397,0.00022294764,0.00043537267,0.00037460038,0.00005130169,0.000020875683,0.00009699191,0.00019844441,0.00032534314],"category_scores_gemma":[0.00035453384,0.00023016612,0.00011689352,0.0006794096,0.0000827227,0.00021160103,0.000028216233,0.00042197795,0.00016838081],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016536724,0.00009244368,0.9441457,0.00013005295,0.00004679445,0.000011299165,0.000770884,0.0030455913,0.048244134,0.0020355098,0.00034296117,0.000969309],"study_design_scores_gemma":[0.0035622877,0.000104229475,0.96366054,0.00028299334,0.000027502647,0.000053140422,0.00017466188,0.030069895,0.00022446619,0.0005088915,0.0011158349,0.00021553796],"about_ca_topic_score_codex":0.00008496818,"about_ca_topic_score_gemma":0.000026285596,"teacher_disagreement_score":0.04801967,"about_ca_system_score_codex":0.00048135011,"about_ca_system_score_gemma":0.00014430887,"threshold_uncertainty_score":0.9385902},"labels":[],"label_agreement":null},{"id":"W2997426534","doi":"10.4103/bc.bc_20_19","title":"Selection of preclinical models to evaluate intranasal brain cooling for acute ischemic stroke","year":2019,"lang":"en","type":"review","venue":"Brain Circulation","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Kingston General Hospital","funders":"","keywords":"Nasal administration; Selection (genetic algorithm); Medicine; Stroke (engine); Ischemic stroke; Neuroscience; Intensive care medicine; Cardiology; Psychology; Computer science; Ischemia; Artificial intelligence; Pharmacology; Engineering","score_opus":0.1552148634272685,"score_gpt":0.45089982597642353,"score_spread":0.295684962549155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997426534","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036695465,0.71918476,0.25464043,0.002481371,0.0014237862,0.017222608,0.00026948168,0.00042451374,0.0006834872],"genre_scores_gemma":[0.030614195,0.9218332,0.02204654,0.0029497938,0.005975863,0.0018748211,0.0056828833,0.0012673137,0.007755386],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996576,0.00022741994,0.0015020313,0.000662654,0.00068840536,0.00034349487],"domain_scores_gemma":[0.9964952,0.0015502175,0.0007734127,0.00050504046,0.00048216333,0.00019399762],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017383933,0.00041034204,0.002108422,0.000478549,0.000043734217,0.000014690808,0.00016597324,0.00063302735,0.000077420176],"category_scores_gemma":[0.0012712146,0.0003675779,0.00064478244,0.0004998242,0.00005160641,0.00013579636,0.000037630627,0.0004171441,0.000023747243],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000534198,0.000124391,0.000038108126,0.01937679,0.0013513825,0.000001518881,0.0002689152,0.005724409,0.0025622344,0.0003867219,0.008355237,0.9612761],"study_design_scores_gemma":[0.004776868,0.0009932199,0.00049709127,0.024941994,0.009997736,0.00018365258,0.000023540215,0.14902934,0.00012656624,0.00022389,0.8084437,0.0007623964],"about_ca_topic_score_codex":0.0000072361013,"about_ca_topic_score_gemma":0.0000023225778,"teacher_disagreement_score":0.9605137,"about_ca_system_score_codex":0.0003608716,"about_ca_system_score_gemma":0.0006977856,"threshold_uncertainty_score":0.99987763},"labels":[],"label_agreement":null},{"id":"W2997620045","doi":"10.4103/bc.bc_21_19","title":"Hypothermia: Impact on plasticity following brain injury","year":2019,"lang":"en","type":"review","venue":"Brain Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Neuroplasticity; Hypothermia; Medicine; Plasticity; Neuroscience; Traumatic brain injury; Ischemia; Anesthesia; Psychology; Cardiology; Psychiatry","score_opus":0.051841943421773694,"score_gpt":0.38432924399277213,"score_spread":0.33248730057099846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997620045","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007524358,0.9793935,0.0004717053,0.00036755763,0.003651316,0.00346812,0.00010092113,0.00022041942,0.0048020966],"genre_scores_gemma":[0.08244005,0.90661955,0.00013365487,0.0012428913,0.004894452,0.00018523488,0.0027590771,0.00047706664,0.0012480301],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978969,0.00023908999,0.0005357797,0.000509164,0.0005167678,0.00030227087],"domain_scores_gemma":[0.9977751,0.0013083996,0.0003340099,0.00039725553,0.000047620233,0.00013762107],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043226258,0.000449986,0.0015301651,0.0004129321,0.000086323496,0.000046724126,0.000084368156,0.00056575687,0.00007470861],"category_scores_gemma":[0.0008753887,0.0003317601,0.0018220776,0.0004338361,0.000025162783,0.00009970983,0.000025209518,0.00048863096,0.00062940625],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065763394,0.00006990677,0.0006139172,0.0072117965,0.0006456517,0.00003205314,0.00008217977,0.00012238238,0.000061933024,0.00011794533,0.0076322122,0.98334426],"study_design_scores_gemma":[0.0010337728,0.00016329314,0.035739515,0.020287717,0.0017113469,0.00002987639,0.000011175038,0.00026809177,0.0000015100228,0.00009841299,0.93999946,0.00065580005],"about_ca_topic_score_codex":0.000014642756,"about_ca_topic_score_gemma":0.0000010550224,"teacher_disagreement_score":0.9826885,"about_ca_system_score_codex":0.00058646634,"about_ca_system_score_gemma":0.00048048317,"threshold_uncertainty_score":0.99991345},"labels":[],"label_agreement":null},{"id":"W2997906501","doi":"10.4103/bc.bc_17_19","title":"Cold blood perfusion for selective hypothermia in acute ischemic stroke","year":2019,"lang":"en","type":"review","venue":"Brain Circulation","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Hypothermia; Neuroprotection; Medicine; Stroke (engine); Anesthesia; Ischemia; Ischemic stroke; Perfusion; Brain ischemia; Intensive care medicine; Cardiology; Internal medicine","score_opus":0.04294057038469485,"score_gpt":0.3447740532921209,"score_spread":0.30183348290742607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997906501","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040425994,0.9853981,0.0004954888,0.00028911844,0.00039460824,0.0075048096,0.00008299366,0.00017540758,0.0016168468],"genre_scores_gemma":[0.007379634,0.97870183,0.0009926457,0.00047309138,0.0011073918,0.0008272944,0.0012929516,0.0004326655,0.008792488],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976961,0.00013048055,0.00079616334,0.00061376917,0.00042319932,0.00034027876],"domain_scores_gemma":[0.9980218,0.0007197313,0.0005046788,0.00048787458,0.00016328935,0.000102667356],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005481388,0.00041689695,0.0016256572,0.00051558577,0.000040283252,0.000015162344,0.00013225904,0.0006307387,0.00007101843],"category_scores_gemma":[0.0005127413,0.0003643723,0.00043332725,0.00049044914,0.000043608637,0.00009040685,0.000029964453,0.00045827733,0.00005227345],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014848131,0.0002947348,0.00060354394,0.021914741,0.00073088746,0.000025607435,0.0003330545,0.00003877568,0.011912496,0.00033189703,0.0056526884,0.9580131],"study_design_scores_gemma":[0.0040340396,0.0002546345,0.0023964895,0.014491523,0.0036775775,0.00019950738,0.00001539907,0.00058497494,0.0001555585,0.000021399055,0.9737253,0.00044356447],"about_ca_topic_score_codex":0.000008203881,"about_ca_topic_score_gemma":0.0000032670305,"teacher_disagreement_score":0.96807265,"about_ca_system_score_codex":0.0004725723,"about_ca_system_score_gemma":0.0005332549,"threshold_uncertainty_score":0.99988085},"labels":[],"label_agreement":null},{"id":"W2998271618","doi":"10.4103/bc.bc_62_19","title":"Therapeutic hypothermia in stroke: Quo Vadis?","year":2019,"lang":"en","type":"editorial","venue":"Brain Circulation","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Hypothermia; Status quo; Stroke (engine); Medicine; Business; Political science; Anesthesia; Engineering; Law; Mechanical engineering","score_opus":0.014118288799604261,"score_gpt":0.299644846698507,"score_spread":0.28552655789890274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998271618","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028183164,0.0014231328,0.0008689288,0.003251583,0.95705384,0.0025223994,0.00006773337,0.00040999198,0.006219201],"genre_scores_gemma":[0.2925517,0.000044750188,0.00011942825,0.0007298017,0.6929405,0.00006592204,0.0011819405,0.00029294228,0.012073049],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678874,0.00018233596,0.000683879,0.0005973278,0.0013698435,0.00037784487],"domain_scores_gemma":[0.9970646,0.0014782844,0.0003608288,0.00075566216,0.00022086177,0.00011975694],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007966627,0.0003823742,0.0007545165,0.00052604394,0.000030226416,0.000029081848,0.00017571113,0.0012016293,0.0004717951],"category_scores_gemma":[0.0017206208,0.00036046447,0.00017731605,0.00034232362,0.00007802733,0.00011785313,0.000028805443,0.0010043948,0.0002452545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036137135,0.0001974811,0.011322524,0.0006822738,0.00019403838,0.000042534422,0.0006097712,0.00069296744,0.008294238,0.00027618738,0.95777607,0.019550528],"study_design_scores_gemma":[0.004372923,0.00015378596,0.19538881,0.00077674625,0.00015648508,0.000011592732,0.000054161468,0.0018371872,0.000031991924,0.0003520241,0.7964925,0.0003718003],"about_ca_topic_score_codex":0.00007569435,"about_ca_topic_score_gemma":0.000027889359,"teacher_disagreement_score":0.26436853,"about_ca_system_score_codex":0.0007169847,"about_ca_system_score_gemma":0.0006587256,"threshold_uncertainty_score":0.9998847},"labels":[],"label_agreement":null},{"id":"W3037823859","doi":"10.4103/bc.bc_65_19","title":"A promising tool to tackle the risk of cerebral vascular disease, the emergence of novel carotid wall imaging","year":2020,"lang":"en","type":"review","venue":"Brain Circulation","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Asymptomatic; Stenosis; Revascularization; Cardiology; Stroke (engine); Disease; Internal medicine; Radiology; Vascular disease; Carotid artery disease; Coronary artery disease; Magnetic resonance imaging; Carotid arteries; Carotid endarterectomy; Myocardial infarction","score_opus":0.026596773729194712,"score_gpt":0.2933396723084108,"score_spread":0.26674289857921607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037823859","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019553276,0.9863843,0.0039433297,0.0010672796,0.00021167943,0.00590029,0.00026824875,0.000058200952,0.0002113444],"genre_scores_gemma":[0.13869144,0.8574605,0.00042361586,0.00093562773,0.00092725485,0.000566579,0.00070937583,0.00021643536,0.000069166796],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974832,0.0003067962,0.000795316,0.00047314307,0.00070366805,0.0002378769],"domain_scores_gemma":[0.9979107,0.00022528284,0.0005182792,0.0009910658,0.00018522338,0.00016947571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005785277,0.00034453088,0.0010402914,0.00011076727,0.00013519122,0.000028577082,0.0003178133,0.0000668455,0.00010236416],"category_scores_gemma":[0.0010160416,0.00020415297,0.0016055646,0.0006382451,0.000098469456,0.000081878774,0.000114216695,0.00025902467,0.000012471133],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050404786,0.00052361004,0.044714984,0.03526022,0.0028986721,0.0000054442244,0.0017747285,0.0014142854,0.00014144092,0.00078965205,0.0028359736,0.9095906],"study_design_scores_gemma":[0.0020206661,0.00010029019,0.24845855,0.021045785,0.019490832,0.00007623021,0.00042902413,0.0065388745,0.000018636589,0.00013557731,0.7006525,0.0010330237],"about_ca_topic_score_codex":0.00010940255,"about_ca_topic_score_gemma":0.000007099467,"teacher_disagreement_score":0.90855753,"about_ca_system_score_codex":0.00006209093,"about_ca_system_score_gemma":0.000517388,"threshold_uncertainty_score":0.83251166},"labels":[],"label_agreement":null},{"id":"W3037868169","doi":"10.4103/bc.bc_55_19","title":"Regional leptomeningeal collateral score by computed tomographic angiography correlates with 3-month clinical outcome in acute ischemic stroke","year":2020,"lang":"en","type":"article","venue":"Brain Circulation","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Modified Rankin Scale; Stroke (engine); Correlation; Angiography; Collateral circulation; Radiology; Computed tomography angiography; Kappa; Internal medicine; Cerebral angiography; Ischemic stroke; Ischemia","score_opus":0.03409068052066213,"score_gpt":0.29328150552392324,"score_spread":0.2591908250032611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037868169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98299813,0.00023701313,0.0033176702,0.01096246,0.00010652647,0.00093500747,0.00003523551,0.00019446242,0.001213465],"genre_scores_gemma":[0.99215055,0.000012218965,0.0017416575,0.004970528,0.00017695106,0.000033273143,0.00074318826,0.000047160487,0.0001244599],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761117,0.00008023185,0.0007595899,0.00064291107,0.0005312216,0.00037488854],"domain_scores_gemma":[0.99893993,0.00016344033,0.0002643979,0.00028396957,0.000085358966,0.00026291507],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028357326,0.00029460856,0.0005614514,0.00031714665,0.00005783429,0.00003568759,0.00015838718,0.0002108084,0.000044018358],"category_scores_gemma":[0.0000466187,0.00026946503,0.0003315383,0.0011113689,0.0001643542,0.00015839211,0.000073550145,0.0004480213,0.000014783387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056240533,0.000112416645,0.90444005,0.00004677724,0.00053414016,0.000091520385,0.00021017625,0.0001547979,0.0037381563,0.000017609924,0.08918644,0.00090548885],"study_design_scores_gemma":[0.00709748,0.0005507545,0.96566796,0.00014224651,0.00035494767,0.00005811947,0.000107696185,0.016820263,0.000099009034,0.0000051350953,0.008744709,0.00035168938],"about_ca_topic_score_codex":0.000022835968,"about_ca_topic_score_gemma":0.000005181736,"teacher_disagreement_score":0.08044173,"about_ca_system_score_codex":0.00007640755,"about_ca_system_score_gemma":0.000052972242,"threshold_uncertainty_score":0.99997574},"labels":[],"label_agreement":null},{"id":"W4312737283","doi":"10.4103/bc.bc_43_22","title":"Effectiveness of pharmacologic interventions for prevention of cerebral hyperperfusion syndrome following bypass surgery","year":2022,"lang":"en","type":"article","venue":"Brain Circulation","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"National and Kapodistrian University of Athens","keywords":"Medicine; Sedation; Confidence interval; Incidence (geometry); Meta-analysis; Cochrane Library; Psychological intervention; Blood pressure; Anesthesia; Internal medicine; Surgery","score_opus":0.045272326413590115,"score_gpt":0.3363426522487355,"score_spread":0.29107032583514536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312737283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784443,0.0001483301,0.019470705,0.00017258,0.00038494333,0.0011110796,0.000021062759,0.00003250893,0.00021449447],"genre_scores_gemma":[0.9985727,0.0000012443085,0.00051059906,0.000029441868,0.00001861815,0.00031237703,0.0003312527,0.00001704687,0.00020670284],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987636,0.00022743222,0.0004095269,0.00020161693,0.0002757335,0.00012205],"domain_scores_gemma":[0.9989009,0.0005963948,0.0002666578,0.00015165491,0.0000583352,0.000026040883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013263233,0.00008769113,0.0003423707,0.0002530676,0.00008365474,0.0000026572347,0.000060569266,0.00003571936,0.00016862826],"category_scores_gemma":[0.00026037486,0.00009542155,0.0006047032,0.0002813718,0.000019080804,0.00007523714,0.000090019195,0.00007293968,7.74347e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067425176,0.0010366893,0.12808402,0.005370797,0.00076856895,0.00001931237,0.00013759836,0.0030929546,0.8470795,0.0002757855,0.0027914643,0.010669026],"study_design_scores_gemma":[0.004307527,0.0008516098,0.96200836,0.0011845984,0.00090562145,0.000073818854,0.0002734478,0.0045659365,0.024770265,0.00031567455,0.0005482461,0.00019488522],"about_ca_topic_score_codex":0.000013861297,"about_ca_topic_score_gemma":2.5024414e-7,"teacher_disagreement_score":0.83392435,"about_ca_system_score_codex":0.00019586892,"about_ca_system_score_gemma":0.000045311062,"threshold_uncertainty_score":0.38911778},"labels":[],"label_agreement":null},{"id":"W4405840377","doi":"10.4103/bc.bc_52_24","title":"Association of baseline plasma fibrinogen levels with cognitive and affective status at 30 and 90 days in individuals with ischemic stroke: A prospective study from Nigeria","year":2024,"lang":"en","type":"article","venue":"Brain Circulation","topic":"Blood properties and coagulation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fibrinogen; Cognition; Association (psychology); Ischemic stroke; Prospective cohort study; Stroke (engine); Internal medicine; Baseline (sea); Medicine; Psychology; Clinical psychology; Psychiatry; Ischemia; Psychotherapist; Political science","score_opus":0.013029531491784466,"score_gpt":0.2464840107114969,"score_spread":0.23345447921971244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405840377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970438,0.0004135702,0.00025063715,0.00018596248,0.000017113109,0.0016471918,0.00021779255,0.000030022535,0.00019389579],"genre_scores_gemma":[0.9994151,0.000008143729,0.00016026381,0.000029835985,0.000050544637,0.00007222633,0.00012344717,0.000024040797,0.00011637135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988061,0.000129948,0.00021193676,0.0003764721,0.00032179695,0.00015373393],"domain_scores_gemma":[0.999147,0.00045366975,0.00012778616,0.000081870596,0.00013668975,0.000052998766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036422824,0.00014923376,0.00028127164,0.0001246442,0.0000479129,0.000035647834,0.000013627346,0.00008732129,0.0000400511],"category_scores_gemma":[0.00017336218,0.00011555439,0.000016295571,0.00022117578,0.00003949389,0.000161444,0.000028400464,0.00012974179,0.0000017834691],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047587752,0.00011341759,0.96753997,0.000077156954,0.0005283716,0.000008602017,0.010367774,0.000046089943,0.017025206,0.0000056838035,0.000025147649,0.0037867245],"study_design_scores_gemma":[0.004825139,0.00083773857,0.9824476,0.00045672507,0.00033430487,0.000010149344,0.0025849878,0.003306122,0.0050071036,0.000035181733,0.000017733339,0.00013721413],"about_ca_topic_score_codex":0.00028375984,"about_ca_topic_score_gemma":0.0005507539,"teacher_disagreement_score":0.014907653,"about_ca_system_score_codex":0.00021997587,"about_ca_system_score_gemma":0.00009294018,"threshold_uncertainty_score":0.47121713},"labels":[],"label_agreement":null},{"id":"W4410912872","doi":"10.4103/bc.bc_6_25","title":"Migraine treatment amid intravenous fluid shortages","year":2025,"lang":"en","type":"article","venue":"Brain Circulation","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intravenous fluid; Economic shortage; Migraine; Medicine; Intensive care medicine; Anesthesia; Intravenous therapy; Intravenous Infusions; Philosophy","score_opus":0.021016583729656018,"score_gpt":0.3138480845553353,"score_spread":0.29283150082567927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410912872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92347777,0.0025570055,0.0022346843,0.027615143,0.000071281196,0.00086706865,0.000008905839,0.00019639189,0.042971756],"genre_scores_gemma":[0.9816987,0.00012151253,0.00024439776,0.0015595007,0.00019082493,0.000041620027,0.00010060804,0.00001107507,0.01603179],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921787,0.000027628716,0.00021863267,0.0002270666,0.00012703978,0.00018173798],"domain_scores_gemma":[0.9995072,0.000105860476,0.000032383832,0.00023550756,0.000069989335,0.000049071412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113660666,0.00013773493,0.00025592902,0.00015660762,0.00011676645,0.000012176264,0.000029526902,0.00007110378,0.000104111874],"category_scores_gemma":[0.00016905105,0.00011509615,0.00012646923,0.00023648066,0.000040785253,0.000033440854,0.00001351232,0.00005780561,0.000029563356],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040235967,0.0015531472,0.3542404,0.0006745761,0.0018259493,0.00014988307,0.00926001,0.00022324975,0.14369948,0.026431106,0.29385847,0.16768138],"study_design_scores_gemma":[0.001587617,0.00030182488,0.86064285,0.000116389616,0.00022387708,0.000021954096,0.00038835997,0.0011128546,0.0017358332,0.0009066051,0.13281645,0.00014540991],"about_ca_topic_score_codex":0.00017306455,"about_ca_topic_score_gemma":0.00019463949,"teacher_disagreement_score":0.50640243,"about_ca_system_score_codex":0.00016017172,"about_ca_system_score_gemma":0.00009037417,"threshold_uncertainty_score":0.4693485},"labels":[],"label_agreement":null},{"id":"W4412143621","doi":"10.4103/bc.bc_107_24","title":"Exploring the link trend in the field of coronaviruses and cognitive impairment: A bibliometric analysis based on bibliometrix","year":2025,"lang":"en","type":"article","venue":"Brain Circulation","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Coronavirus disease 2019 (COVID-19); Link (geometry); Cognition; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cognitive impairment; 2019-20 coronavirus outbreak; Geography; Data science; Psychology; Computer science; Medicine; Virology; Neuroscience; Infectious disease (medical specialty); Mathematics; Disease; Outbreak","score_opus":0.060630298458533766,"score_gpt":0.373198650353623,"score_spread":0.31256835189508925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412143621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814855,0.00029346807,0.0027006222,0.014278691,0.00004367123,0.0007268773,0.000009085823,0.000020374287,0.0004417112],"genre_scores_gemma":[0.99421227,0.00003802674,0.000034763394,0.005531701,0.000047196987,0.00008811722,0.00003222499,0.000006662846,0.0000090082385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871504,0.00023760933,0.00026772218,0.00022107497,0.00041666918,0.0001418835],"domain_scores_gemma":[0.9840119,0.015494294,0.00010741172,0.0002824086,0.0000686381,0.000035356643],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0012002822,0.000114484545,0.00024673165,0.14118019,0.00007162972,0.000050852716,0.000100569094,0.000054406297,0.000023575909],"category_scores_gemma":[0.0050693653,0.00007165554,0.00012510044,0.2848229,0.000053325155,0.00014555764,0.000024116236,0.00015482909,0.0000012624464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030597395,0.00014514939,0.90213287,0.0002228264,0.00029214207,0.000013759826,0.0005379601,0.00083345396,0.00039741528,0.00017099103,0.00019472587,0.09475274],"study_design_scores_gemma":[0.0017027927,0.0002664421,0.98700607,0.0002460636,0.00057610736,0.0000012830945,0.00014514195,0.009275531,0.00050421286,0.0000951458,0.000117864474,0.00006334605],"about_ca_topic_score_codex":0.00021207158,"about_ca_topic_score_gemma":0.00009319929,"teacher_disagreement_score":0.14364271,"about_ca_system_score_codex":0.000043747197,"about_ca_system_score_gemma":0.000062217034,"threshold_uncertainty_score":0.8685538},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"}]}