{"id":"W2119878353","doi":"","title":"Predictors of survival following in-hospital adult cardiopulmonary resuscitation.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":223,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Asystole; Medicine; Cardiopulmonary resuscitation; Pulseless electrical activity; Respiratory arrest; Resuscitation; Return of spontaneous circulation; Hospital discharge; Emergency medicine; Confidence interval; Basic life support; Medical record; Emergency medical services; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002614292,0.00009795689,0.0002921913,0.0001641372,0.00002740188,0.000006858905,0.0000503016,0.00007755702,0.000006113054],"category_scores_gemma":[0.0004413281,0.00008872012,0.0002377671,0.0003516156,0.00004596135,0.0001138354,0.00002025197,0.0001148664,0.000007619176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006774939,"about_ca_system_score_gemma":0.0000118179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004303733,"about_ca_topic_score_gemma":0.000007259681,"domain_scores_codex":[0.9988161,0.00004960452,0.0002956652,0.0001902453,0.0003960803,0.0002523373],"domain_scores_gemma":[0.9994724,0.00008263977,0.0000654319,0.0001826794,0.00008710583,0.0001096837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006807198,0.0001612551,0.9811746,0.00006915513,0.0001408167,0.00008923726,0.0009293528,0.00002735691,0.00004974713,0.00008442835,0.001618646,0.01558727],"study_design_scores_gemma":[0.001238677,0.00002716495,0.9971102,0.00003834765,0.00007879137,8.846965e-7,0.0003764804,0.00007684445,0.00008027455,0.00004150649,0.0008410399,0.00008982767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683573,0.0003925509,0.0000105462,0.0007527145,0.004751641,0.0006999607,0.000007095712,0.00004316917,0.02498499],"genre_scores_gemma":[0.9988064,0.00006580014,0.00006402781,0.00002693494,0.0004121474,0.0002774814,0.00001888617,0.00001698603,0.0003112911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03044911,"threshold_uncertainty_score":0.3617902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202360067575976,"score_gpt":0.2187449445906549,"score_spread":0.2067213439148951,"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."}}