{"id":"W2143906500","doi":"10.1503/cmaj.045142","title":"Severe brain injury to neurological determination of death: Canadian forum recommendations","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre","funders":"","keywords":"Neurosurgery; Organ donation; Neurology; Medicine; Traumatic brain injury; Medical emergency; Intensive care medicine; Emergency medicine; Psychiatry; Surgery; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007368459,0.000101857,0.000187045,0.0005906749,0.0002148488,0.0000382656,0.0001052822,0.0003144488,0.003633633],"category_scores_gemma":[0.001130743,0.0001007213,0.00008014782,0.0003589653,0.00001594152,0.0001151411,0.000004596021,0.0004852417,0.00009794346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008065264,"about_ca_system_score_gemma":0.002765621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05815404,"about_ca_topic_score_gemma":0.7007722,"domain_scores_codex":[0.9981391,0.0001229347,0.0004750876,0.0001391317,0.000732828,0.0003908914],"domain_scores_gemma":[0.9975867,0.0001504087,0.0001479122,0.00007676529,0.0004604369,0.001577752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000489657,0.00009054273,0.5516887,0.00001957964,0.00004958046,0.0003977535,0.0002888601,0.00001139897,0.0001451676,0.003209691,0.3280923,0.1159574],"study_design_scores_gemma":[0.001285587,0.0002739712,0.541856,0.00008157739,0.00005310711,0.0008109357,0.0001428634,0.0005778883,0.0001229082,0.0007170982,0.4538919,0.0001861986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.370544,0.00002640343,0.00178086,0.6143101,0.0008397337,0.000366021,0.0002519338,0.00003207262,0.01184887],"genre_scores_gemma":[0.9603775,0.00001744765,0.001229193,0.03678874,0.0004972894,0.000006128469,0.0001493907,0.00001531844,0.0009190271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6426181,"threshold_uncertainty_score":0.9972772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008898892195191424,"score_gpt":0.2593283323010593,"score_spread":0.2504294401058679,"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."}}