{"id":"W2992512898","doi":"10.1136/bmj.l6373","title":"Pre-arrest and intra-arrest prognostic factors associated with survival after in-hospital cardiac arrest: systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"BMJ","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Odds ratio; Systematic review; Checklist; Internal medicine; Intensive care medicine; Publication bias; Critical appraisal; MEDLINE; Pathology; Psychology; Alternative 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001594395,0.0008838541,0.01323659,0.0004317998,0.00005536826,0.0001099995,0.000137253,0.0004290928,0.00003841989],"category_scores_gemma":[0.001718034,0.000500339,0.002314401,0.001264109,0.0001474288,0.00010788,0.00009836354,0.0006025448,0.0000173646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583269,"about_ca_system_score_gemma":0.0002821712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006813418,"about_ca_topic_score_gemma":0.0001437152,"domain_scores_codex":[0.9951147,0.001210264,0.001540173,0.0008988262,0.0007803052,0.0004557597],"domain_scores_gemma":[0.9962469,0.001328717,0.001095041,0.0008574061,0.0001986994,0.0002732674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001467784,0.0001084776,0.01368434,0.7978663,0.1875752,0.00009414886,0.0002243393,7.811189e-7,1.925264e-8,0.000005920621,0.0002185492,0.0002072621],"study_design_scores_gemma":[0.0002547397,0.00009939224,0.01806917,0.1011069,0.8761603,0.000001836501,0.00006835452,0.00000205486,1.826957e-8,0.000001609318,0.00364014,0.0005954689],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001279596,0.9838331,0.000003751416,0.0001931584,0.001083384,0.01305567,0.0004281888,0.00003918331,0.00008399175],"genre_scores_gemma":[0.006535853,0.9897965,0.0000196119,0.00005114884,0.0001819228,0.002165996,0.0009405249,0.0001073515,0.0002010855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6967595,"threshold_uncertainty_score":0.9997448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04373174942508597,"score_gpt":0.3297821775902968,"score_spread":0.2860504281652109,"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."}}