{"id":"W2978547042","doi":"10.1007/s12028-019-00858-6","title":"Neurocritical Care: A Growing International Collaborative","year":2019,"lang":"en","type":"letter","venue":"Neurocritical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotchkiss Brain Institute; Ontario Brain Institute; University of Calgary","funders":"","keywords":"Neurointensive care; Medicine; Neurology; Medical emergency; Intensive care medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00005504821,0.0006824507,0.001040041,0.0002358276,0.0001537124,0.0001896808,0.0005447658,0.0008230059,0.000420765],"category_scores_gemma":[0.001408666,0.0006458336,0.0006603595,0.0003254297,0.000369509,0.0002507659,0.0002024758,0.003876223,0.0004078686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000193646,"about_ca_system_score_gemma":0.0004116749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005649703,"about_ca_topic_score_gemma":0.00000138027,"domain_scores_codex":[0.9953583,0.0003024243,0.0006373973,0.001325092,0.001549533,0.0008272482],"domain_scores_gemma":[0.9967638,0.0009342486,0.00006834376,0.0008972982,0.001122967,0.0002133365],"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":[0.0002113882,0.00008527758,0.0002612125,0.004247839,0.0002075413,0.01149301,0.0008097917,0.00000110888,0.0003713917,0.001120659,0.9791077,0.00208306],"study_design_scores_gemma":[0.001546506,0.0007559446,0.0007029623,0.0005830072,0.0006126077,0.0006973092,0.001306778,0.00001215228,0.0009499272,0.00006475041,0.9921911,0.0005770071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0057454,0.0031468,0.00005267203,0.9212866,0.007528255,0.001536081,0.0009085825,0.0004185825,0.05937699],"genre_scores_gemma":[0.1229463,0.00008182641,0.0003330309,0.8670785,0.006748282,0.0001189372,0.001563222,0.0001933757,0.0009364884],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1172009,"threshold_uncertainty_score":0.9995993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452017401895402,"score_gpt":0.2842458277387984,"score_spread":0.2697256537198444,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}