{"id":"W4389956569","doi":"10.1161/circ.148.suppl_1.14386","title":"Abstract 14386: High Sensitivity Troponin: Implementation Before Education","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","funders":"","keywords":"Medicine; Troponin; Triage; Emergency department; Acute coronary syndrome; Chest pain; Internal medicine; Troponin T; Emergency medicine; Cardiology; Myocardial infarction","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":[0.00218204,0.000165236,0.000151505,0.0003115109,0.000420488,0.0008040292,0.0003877473,0.0008221474,0.01722499],"category_scores_gemma":[0.01069607,0.00010196,0.0001812122,0.0003506099,0.0002723301,0.0006806646,0.0008022529,0.0007353215,0.001935158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008143085,"about_ca_system_score_gemma":0.00382385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002872825,"about_ca_topic_score_gemma":0.002791408,"domain_scores_codex":[0.9990802,0.0003573921,0.00009128838,0.00006178996,0.0001994753,0.0002098921],"domain_scores_gemma":[0.9945585,0.001206971,0.001477962,0.0001186115,0.0007648555,0.001873109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000743984,0.002209505,0.7170355,0.001097582,0.00002711548,0.0009883364,0.001049111,0.0003262602,0.002698775,0.0007008746,0.04128807,0.2318349],"study_design_scores_gemma":[0.00009163305,0.002020786,0.9790674,0.0003623681,0.00002004585,0.000707058,0.0009811221,0.0003652767,0.0008459275,0.0001924093,0.01533308,0.00001279257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9126455,0.002210957,0.003490108,0.04669651,0.001245531,0.0007691715,0.001333127,0.0002720011,0.03133717],"genre_scores_gemma":[0.9823407,0.001431557,0.003636186,0.00474524,0.0008480076,0.0004112569,0.0008441281,0.00002461448,0.005718467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01722499,"threshold_uncertainty_score":0.05762333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03128263162518224,"score_gpt":0.3746883376063019,"score_spread":0.3434057059811197,"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."}}