{"id":"W2268628191","doi":"10.1016/j.resuscitation.2016.01.016","title":"Association of early withdrawal of life-sustaining therapy for perceived neurological prognosis with mortality after cardiac arrest","year":2016,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":428,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Sunnybrook Health Science Centre; University Health Network; University of Toronto; Health Sciences Centre; Ottawa Hospital; University of Ottawa","funders":"Research and Development; National Cancer Institute; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; Penn State Vertical Lift Research Center of Excellence; National Institute of Neurological Disorders and Stroke; American Heart Association","keywords":"Medicine; Logistic regression; Cohort; Internal medicine; Survival analysis; Cause of death; Cohort study; Emergency medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001693224,0.0002800779,0.0003550376,0.0005305589,0.0007520721,0.001243108,0.0005895694,0.001058129,0.003154985],"category_scores_gemma":[0.02251328,0.000208052,0.0008457144,0.0006507561,0.0004892936,0.0008499905,0.0007824965,0.002993166,0.0002277823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000495241,"about_ca_system_score_gemma":0.00116756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003299003,"about_ca_topic_score_gemma":0.006852693,"domain_scores_codex":[0.9988393,0.0004071144,0.0001991019,0.00009847387,0.0002030441,0.0002530059],"domain_scores_gemma":[0.9748387,0.009728256,0.01040835,0.0008152849,0.001475572,0.002733881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002560191,0.0001241799,0.9976532,0.00001466349,0.000104792,0.0000873495,0.00009669898,0.00004936725,0.00007789271,0.00002869825,0.00009587804,0.001411298],"study_design_scores_gemma":[0.000006792671,0.0001315283,0.9989796,0.00002124181,0.00004950275,0.0001295811,0.0002849083,0.0001841337,0.00003577832,0.00005934453,0.0001083166,0.000009224236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972548,0.000463569,0.0001121386,0.0005229228,0.0000524722,0.00001063955,0.0001229718,0.000005345466,0.00145516],"genre_scores_gemma":[0.9994356,0.0001056755,0.00006396032,0.00007157112,0.00004560062,0.0000040719,0.0001192435,0.000001903762,0.0001522452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003299003,"threshold_uncertainty_score":0.01055449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528761165646408,"score_gpt":0.2728571366956862,"score_spread":0.2575695250392221,"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."}}