{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01764754,0.001320571,0.001132412,0.005612537,0.01343812,0.005571229,0.006442014,0.02598366,0.01644553],"category_scores_gemma":[0.03930081,0.001106806,0.002604194,0.004675519,0.005079702,0.003857518,0.00488833,0.01614164,0.001786566],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05000811,"about_ca_system_score_gemma":0.3697278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9513379,"about_ca_topic_score_gemma":0.9691887,"domain_scores_codex":[0.991594,0.001334324,0.001330792,0.0005128245,0.002933212,0.002294996],"domain_scores_gemma":[0.9391521,0.006414833,0.002051457,0.000616689,0.0341112,0.01765366],"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":[0.00005259929,0.0001050799,0.004885345,0.0003854504,0.00002509988,0.000804968,0.0008745569,0.0003983883,0.0001599412,0.006280276,0.9452925,0.0407358],"study_design_scores_gemma":[0.000349927,0.00006957083,0.02699539,0.007225459,0.0001438093,0.0007558071,0.004727355,0.0009727049,0.0001794378,0.009596032,0.9486905,0.0002940892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001807514,0.01002117,0.001035103,0.9401811,0.01162325,0.0006711968,0.001321524,0.0001093927,0.03322971],"genre_scores_gemma":[0.07016896,0.06023624,0.04110404,0.7339814,0.01605448,0.002394095,0.005468619,0.0002389325,0.07035323],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9499919,"threshold_uncertainty_score":0.3628359,"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."}}