{"id":"W4247614440","doi":"10.1093/med/9780198739555.003.0029","title":"Brain death","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005066166,0.0003983082,0.0003548618,0.0008346647,0.000870508,0.00153426,0.0006374415,0.001021591,0.03204377],"category_scores_gemma":[0.002175846,0.00008391102,0.0003803056,0.0006532292,0.0009366276,0.001036456,0.001441492,0.002112232,0.01322094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265139,"about_ca_system_score_gemma":0.001546179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315563,"about_ca_topic_score_gemma":0.001630007,"domain_scores_codex":[0.9995033,0.0001449093,0.00005379885,0.00006958219,0.0001468485,0.00008164103],"domain_scores_gemma":[0.9994094,0.0001489286,0.00007498862,0.00005596589,0.000225455,0.00008533226],"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":[0.000110603,0.00003376454,0.00186033,0.001513545,0.00003523549,0.001341536,0.0004993011,0.0001246516,0.0006056641,0.08679759,0.5183785,0.3886993],"study_design_scores_gemma":[0.000008333564,0.00004087523,0.001127822,0.001666988,0.00001345672,0.004014452,0.0002114026,0.00002873631,0.0004161908,0.0102964,0.982165,0.00001013603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007157119,0.3574268,0.005389205,0.04795216,0.0198833,0.000162759,0.002491388,0.0004664998,0.5590708],"genre_scores_gemma":[0.1274504,0.5115085,0.005134085,0.05221263,0.01528112,0.0003370117,0.005935123,0.0002376602,0.2819035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03204377,"threshold_uncertainty_score":0.1071972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402539612965138,"score_gpt":0.2648005278846135,"score_spread":0.2407751317549621,"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."}}