{"id":"W2789571849","doi":"10.3389/fcvm.2018.00015","title":"Circulatory Arrest, Brain Arrest and Death Determination","year":2018,"lang":"en","type":"article","venue":"Frontiers in Cardiovascular Medicine","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; Canadian Blood Services; McGill University Health Centre","funders":"","keywords":"Circulatory system; Clinical death; Medicine; Return of spontaneous circulation; Cause of death; Intensive care medicine; Resuscitation; Cardiology; Anesthesia; Internal medicine; Cardiopulmonary resuscitation; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002104979,0.0002991,0.0003655524,0.0008903412,0.001403656,0.002638387,0.0005001268,0.002081728,0.002096963],"category_scores_gemma":[0.003885924,0.0001123632,0.0002435559,0.0004949414,0.01251312,0.002173688,0.002184438,0.003297933,0.0003041667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002431605,"about_ca_system_score_gemma":0.002731353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001865621,"about_ca_topic_score_gemma":0.002454901,"domain_scores_codex":[0.9984273,0.0009523756,0.0001010088,0.0001484159,0.0002053201,0.0001655793],"domain_scores_gemma":[0.9978319,0.001311677,0.0003512853,0.00007224716,0.0002288036,0.0002040529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007721686,0.00004801794,0.001991669,0.0004280139,0.00001266108,0.0008161932,0.003647028,0.0003191278,0.0002507301,0.9114534,0.01278225,0.06817365],"study_design_scores_gemma":[0.00001532622,0.0001863913,0.004173632,0.001075047,0.00002397711,0.00374157,0.004328633,0.0003108743,0.0003526416,0.8013918,0.1843566,0.00004352721],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04750342,0.5165845,0.02901944,0.1885088,0.01315758,0.00008932352,0.0001305035,0.00005703793,0.2049494],"genre_scores_gemma":[0.7096137,0.2464781,0.006583207,0.01022972,0.008669491,0.0001311444,0.0000835725,0.0000279634,0.01818311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002638387,"threshold_uncertainty_score":0.01764256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288882072840623,"score_gpt":0.2537784384348104,"score_spread":0.2408896177064042,"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."}}