{"id":"W4403227100","doi":"10.1016/j.cjca.2024.08.032","title":"PREDICTORS OF SURVIVAL IN PATIENTS WHO SUFFER AN IN HOSPITAL CARDIAC ARREST: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Intensive care medicine; Emergency medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004144683,0.002078653,0.01253826,0.002670239,0.0006053714,0.002498397,0.001693554,0.002393616,0.003418483],"category_scores_gemma":[0.01391435,0.001433023,0.03051168,0.004374972,0.0006093662,0.001601516,0.00150657,0.002588358,0.0003440446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130703,"about_ca_system_score_gemma":0.002145001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00793099,"about_ca_topic_score_gemma":0.02254829,"domain_scores_codex":[0.9970492,0.0009360483,0.001002779,0.0005414292,0.0002759596,0.0001946364],"domain_scores_gemma":[0.9921845,0.005488805,0.001349805,0.000290887,0.0005122148,0.0001738364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003733584,0.00007280069,0.02428658,0.2200606,0.7366546,0.0001958988,0.0001598092,0.0004426182,0.0002862196,0.0001058216,0.0009443319,0.01305723],"study_design_scores_gemma":[0.0005621125,0.0001693958,0.01064476,0.00961234,0.9776731,0.00007859546,0.00008704853,0.000127327,0.00005603813,0.0001225147,0.0008340755,0.00003277212],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01478352,0.9836547,0.0003641242,0.0001698886,0.0001703936,0.00009286359,0.0005766916,0.00001978345,0.0001679526],"genre_scores_gemma":[0.335452,0.6595158,0.001685603,0.001085966,0.0003627592,0.0003953597,0.001064688,0.00002867122,0.0004091987],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01253826,"threshold_uncertainty_score":0.02191943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271761303299301,"score_gpt":0.300135331261651,"score_spread":0.2729592009317209,"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."}}