{"id":"W2012915759","doi":"10.1097/00003246-200612002-00506","title":"BRAIN DEATH: UNDERSTANDING OF THE CONCEPTUAL BASIS BY NEUROSURGEONS IN CANADA.","year":2006,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Basis (linear algebra); Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002711485,0.0005906386,0.0003687284,0.003337283,0.007757041,0.00514335,0.003705542,0.00227844,0.005774634],"category_scores_gemma":[0.01030576,0.0002972029,0.0003823901,0.006082833,0.01528598,0.003145792,0.003664574,0.003990561,0.0002818244],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1505851,"about_ca_system_score_gemma":0.2256962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9891905,"about_ca_topic_score_gemma":0.9930596,"domain_scores_codex":[0.9980738,0.0003358012,0.00008584859,0.0001748112,0.0005880548,0.0007416909],"domain_scores_gemma":[0.9942428,0.001023751,0.0004007604,0.00009351507,0.002913271,0.001325853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001094418,0.00009666709,0.07118613,0.000390173,0.00003670357,0.00149657,0.0711619,0.002274137,0.0001794966,0.6537831,0.1086462,0.09063956],"study_design_scores_gemma":[0.00005547023,0.00007173591,0.1450633,0.004500422,0.0001128098,0.002214551,0.2741671,0.003741992,0.0002585212,0.1785639,0.3910196,0.0002306528],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1212904,0.1175429,0.005509146,0.5122187,0.002192532,0.0001843892,0.001610845,0.00006861489,0.2393825],"genre_scores_gemma":[0.9058452,0.0686616,0.002076517,0.01329455,0.0003382574,0.0001074467,0.0004692959,0.00003496656,0.009172102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1505851,"threshold_uncertainty_score":0.9852009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09979741532782732,"score_gpt":0.3446306272353602,"score_spread":0.2448332119075329,"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."}}