{"id":"W2260414167","doi":"10.1016/j.resuscitation.2016.01.021","title":"Comparing the prognosis of those with initial shockable and non-shockable rhythms with increasing durations of CPR: Informing minimum durations of resuscitation","year":2016,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital; University of British Columbia Hospital","funders":"","keywords":"Medicine; Resuscitation; Cardiopulmonary resuscitation; Logistic regression; Duration (music); Emergency medicine; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001938419,0.0002837021,0.0006160285,0.0008125756,0.0004313843,0.0009318912,0.0004001866,0.0008150025,0.002346115],"category_scores_gemma":[0.01746453,0.0001770624,0.0005001911,0.0008761946,0.0001810975,0.001653526,0.0004214833,0.0009764698,0.0004419897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002726447,"about_ca_system_score_gemma":0.0005084884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001367942,"about_ca_topic_score_gemma":0.002529601,"domain_scores_codex":[0.9992337,0.0002947728,0.0001607224,0.0001088522,0.00008918766,0.0001127031],"domain_scores_gemma":[0.9904959,0.004059226,0.003233724,0.000316212,0.0008331624,0.00106173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001606516,0.0001642577,0.9857819,0.00004469735,0.00006928026,0.00007700153,0.0002388685,0.0002504404,0.0002582351,0.00007501549,0.0006274875,0.01080621],"study_design_scores_gemma":[0.00006029215,0.001142341,0.9939985,0.00007960189,0.0001413112,0.0002311259,0.001104662,0.001880963,0.0002793435,0.0005249964,0.0005279412,0.00002883567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960667,0.0003909559,0.0008925027,0.0008377536,0.0000499701,0.00003116795,0.0005008549,0.00001729281,0.001212801],"genre_scores_gemma":[0.9980639,0.0002053277,0.001120061,0.00009585185,0.00004229164,0.00002690041,0.0003031548,0.000004818251,0.0001377253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002346115,"threshold_uncertainty_score":0.01025146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092411367675516,"score_gpt":0.2775816013142714,"score_spread":0.2566574876375162,"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."}}