{"id":"W2015767919","doi":"10.1385/ncc:1:3:363","title":"The apnea test for brain death determination","year":2004,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Neurology; Apnea; Gold standard (test); Anesthesia; Sleep apnea; Intensive care medicine; Cardiology; Internal medicine","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":[0.0007972148,0.0009106654,0.0008061985,0.002024965,0.0008518347,0.0007463628,0.0006287924,0.001546783,0.002436546],"category_scores_gemma":[0.003932476,0.0002474635,0.0005939741,0.0004868363,0.0007107781,0.0009915413,0.0005849124,0.001535784,0.0008062699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004021688,"about_ca_system_score_gemma":0.001115097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001450893,"about_ca_topic_score_gemma":0.002614845,"domain_scores_codex":[0.9993437,0.0001664055,0.00008976521,0.00005666336,0.0002394673,0.0001040577],"domain_scores_gemma":[0.9988348,0.0004381462,0.0001339324,0.00006315047,0.0002540321,0.0002759955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002643394,0.0004024597,0.8038394,0.0002805696,0.0003926818,0.04116786,0.0002674545,0.0006971084,0.02512768,0.002290861,0.01460348,0.108287],"study_design_scores_gemma":[0.000222911,0.00401004,0.7418858,0.0006646001,0.00056376,0.1887538,0.001252837,0.008649646,0.03449091,0.003573777,0.01575631,0.0001755423],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9120361,0.01693155,0.01026486,0.006498055,0.002703717,0.0003541312,0.0006406601,0.0003629445,0.05020804],"genre_scores_gemma":[0.9862441,0.002871255,0.00625688,0.001203089,0.0005105952,0.0001008357,0.0003064031,0.00002239987,0.002484308],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.002436546,"threshold_uncertainty_score":0.008151054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626115754284761,"score_gpt":0.3096488715295853,"score_spread":0.2933877139867376,"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."}}