{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00147236,0.0001965908,0.0007246529,0.0001091188,0.0001712565,0.0000464823,0.00004114676,0.0001538368,0.000006244562],"category_scores_gemma":[0.001037977,0.0001773963,0.0005277878,0.0001850702,0.00006779505,0.000443313,0.00005393543,0.0001378513,0.000007246414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001072098,"about_ca_system_score_gemma":0.00002830109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003448901,"about_ca_topic_score_gemma":0.00000329887,"domain_scores_codex":[0.9978313,0.0002525021,0.0006258904,0.0003306126,0.0007205163,0.0002391371],"domain_scores_gemma":[0.9985743,0.0002490877,0.0002436036,0.0004579767,0.0003244301,0.0001506455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001336343,0.00005476604,0.9673559,0.0007606818,0.0007353422,9.35801e-7,0.007237024,0.000455536,0.0009568854,0.0001160991,0.00001301356,0.0221802],"study_design_scores_gemma":[0.003849904,0.00001437506,0.9922952,0.0001723807,0.0007093514,0.000001788281,0.0008929598,0.000006319427,0.001201975,0.00003025948,0.0006131491,0.0002123094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939613,0.001119771,0.002808516,0.0000756056,0.000571742,0.001188476,0.00005205668,0.0000469438,0.000175567],"genre_scores_gemma":[0.9989736,0.000154779,0.0003177452,0.0001102631,0.0001687534,0.00002669383,0.0002212181,0.00002275068,0.000004215482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02493935,"threshold_uncertainty_score":0.7234011,"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."}}