{"id":"W4212939696","doi":"10.1016/j.annemergmed.2022.01.030","title":"Immediate Versus Delayed Cardiac Catheterization in Post-Arrest Patients Without ST Elevation Myocardial Infarction: Is Survivorship Bias an Important Influence?","year":2022,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Myocardial infarction; Survivorship curve; Cardiology; Cardiac catheterization; Internal medicine; Cancer","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":[0.05515425,0.0004284361,0.001710813,0.001008851,0.001088721,0.003028378,0.002087191,0.004646729,0.003841296],"category_scores_gemma":[0.1945314,0.000525207,0.00270873,0.001860897,0.001918237,0.002762208,0.001050658,0.002711675,0.0003983266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007287394,"about_ca_system_score_gemma":0.001595724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002611747,"about_ca_topic_score_gemma":0.00744476,"domain_scores_codex":[0.9578766,0.02767219,0.00514406,0.004179862,0.003163245,0.001964098],"domain_scores_gemma":[0.73791,0.1976681,0.04020242,0.01220387,0.006768994,0.005246585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008488667,0.0002494893,0.962305,0.0004463389,0.0035198,0.000297957,0.001018261,0.0001623611,0.0001607887,0.0009123479,0.001676486,0.02076254],"study_design_scores_gemma":[0.001571705,0.003405532,0.9693921,0.0009473325,0.00872321,0.001001175,0.002549924,0.002781829,0.0005796361,0.004344068,0.004577007,0.000126453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618596,0.01659002,0.002189714,0.01079231,0.00171693,0.0002012533,0.0006562283,0.00002073302,0.005973136],"genre_scores_gemma":[0.9931212,0.0009798472,0.0007513072,0.002952174,0.001593859,0.00005300329,0.0002046032,0.00001840202,0.0003255306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05515425,"threshold_uncertainty_score":0.291687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07496054333888193,"score_gpt":0.3567352024278128,"score_spread":0.2817746590889308,"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."}}