{"id":"W2075340283","doi":"10.1001/jama.285.12.1602","title":"Validation of a Clinical Decision Aid to Discontinue In-Hospital Cardiac Arrest Resuscitations","year":2001,"lang":"en","type":"article","venue":"JAMA","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Resuscitation; Hospital discharge; Cardiopulmonary resuscitation; Emergency medicine; Ventricular fibrillation; Intensive care medicine; Cardiology","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":[0.02150515,0.0008788523,0.0006630566,0.00185892,0.000420729,0.001692838,0.001060692,0.001208501,0.001746968],"category_scores_gemma":[0.1189964,0.0001897098,0.0005413633,0.0009980111,0.0006961557,0.001055405,0.0008356693,0.00102722,0.0009212234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007806564,"about_ca_system_score_gemma":0.002536464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540814,"about_ca_topic_score_gemma":0.001556187,"domain_scores_codex":[0.9808509,0.01332683,0.001839922,0.000940142,0.002640538,0.0004016316],"domain_scores_gemma":[0.8726947,0.09784293,0.008346861,0.002420611,0.01680646,0.0018884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003611043,0.001132936,0.8600362,0.0002796623,0.0002801646,0.000257396,0.0003982833,0.01108042,0.0009264754,0.0007165726,0.007355402,0.1139254],"study_design_scores_gemma":[0.001989854,0.006523552,0.4696655,0.00121923,0.000696552,0.002195284,0.001373349,0.4762413,0.01199658,0.003352253,0.02453709,0.0002095594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949668,0.0008219556,0.03526165,0.002454632,0.0005879655,0.001567038,0.001769822,0.0007446507,0.007124322],"genre_scores_gemma":[0.9596108,0.0001454095,0.03742036,0.0005389418,0.0001255379,0.0004645386,0.00130659,0.00002060334,0.0003672128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02150515,"threshold_uncertainty_score":0.1137314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197704200287755,"score_gpt":0.3480785429761304,"score_spread":0.3283081229473549,"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."}}