{"id":"W2578708890","doi":"10.1161/circoutcomes.5.suppl_1.a137","title":"Abstract 137: Efficacy and Cost Savings Realized through Validation of a Tool to Identify Low Risk STEMI Patients not Requiring CCU Care","year":2012,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stan Cassidy Foundation","funders":"","keywords":"Medicine; Myocardial infarction; TIMI; Intensive care medicine; Conventional PCI; Emergency medicine; Defibrillation; Medical emergency; Cardiology","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":[0.01021431,0.0008492375,0.0005087655,0.002115027,0.0004519443,0.001901725,0.001183101,0.0008453582,0.002967203],"category_scores_gemma":[0.03427168,0.0002480292,0.0009391592,0.001010765,0.0006068436,0.001073172,0.001151689,0.0006337778,0.001094409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076185,"about_ca_system_score_gemma":0.001871003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002525814,"about_ca_topic_score_gemma":0.002189575,"domain_scores_codex":[0.9932265,0.003190966,0.0008786855,0.0007996431,0.001551241,0.0003530631],"domain_scores_gemma":[0.9774936,0.01067534,0.003796059,0.001608836,0.005038774,0.001387311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007856849,0.0005027743,0.9740942,0.00005571667,0.0000733077,0.0001123614,0.0001295701,0.0006225565,0.0006264758,0.0001660131,0.001171502,0.02165979],"study_design_scores_gemma":[0.0003890425,0.00393748,0.9414874,0.0001657273,0.0002826978,0.0008374803,0.000520471,0.04360154,0.004784985,0.0005955021,0.003336141,0.00006155128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858953,0.0003437127,0.005423055,0.0008624586,0.0001170187,0.000852661,0.002285618,0.0001945868,0.004025566],"genre_scores_gemma":[0.9894102,0.00007359278,0.007941024,0.0001918052,0.00005706422,0.0003308344,0.001633458,0.00001893093,0.0003431406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01021431,"threshold_uncertainty_score":0.05401909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05184070325429849,"score_gpt":0.3635092074654742,"score_spread":0.3116685042111758,"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."}}