{"id":"W4200507069","doi":"10.1007/s12630-021-02166-0","title":"Clinical evaluation and ancillary testing for the diagnosis of death by neurologic criteria: a cross-sectional survey of Canadian intensivists","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Canadian Blood Services; McGill University Health Centre; University of Ottawa; Université de Sherbrooke; Université Laval; Université de Montréal; Montreal Children's Hospital; Ottawa Hospital; Children's Hospital of Eastern Ontario; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research; Institute of Circulatory and Respiratory Health; Groupe canadien de recherche en soins intensifs; Canada Excellence Research Chairs, Government of Canada; Fonds de Recherche du Québec - Santé; Canadian Blood Services; Fondation du CHUM","keywords":"Cross-sectional study; Medicine; Survey research; Emergency medicine; Family medicine; Pathology; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001001318,0.0004460015,0.0004730413,0.001569926,0.002180329,0.001238054,0.00159426,0.001229093,0.002907546],"category_scores_gemma":[0.004035708,0.0007888821,0.0005851006,0.003983378,0.0008574529,0.0006748302,0.0008312165,0.00129862,0.0003135274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009447742,"about_ca_system_score_gemma":0.01084856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9286031,"about_ca_topic_score_gemma":0.9384714,"domain_scores_codex":[0.9982479,0.0001770316,0.0001209792,0.0002548663,0.0005810828,0.0006181281],"domain_scores_gemma":[0.9963344,0.00034964,0.001119628,0.0001059953,0.001128288,0.000961959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002258952,0.00003730976,0.998948,0.000007590044,0.00001946711,0.00003317491,0.0001980276,0.00001484373,0.00004412256,0.00001302617,0.0002850222,0.0003767691],"study_design_scores_gemma":[0.000003522598,0.00002112571,0.9989884,0.00000937362,0.00000770099,0.00004755743,0.0007136694,0.00004936539,0.000007649628,0.000004965741,0.0001418988,0.000004705277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959775,0.0003589191,0.00004207692,0.000288503,0.00001153525,0.00004704915,0.001555353,0.000005226651,0.001714021],"genre_scores_gemma":[0.998229,0.0003122172,0.00009782959,0.0002216975,0.000009159296,0.00001890161,0.0008397219,0.000002555092,0.0002689315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07139695,"threshold_uncertainty_score":0.1436348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09279871118151585,"score_gpt":0.3399961895440559,"score_spread":0.2471974783625401,"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."}}