{"id":"W4410478708","doi":"10.1177/14782715251342287","title":"Increase in self-presenting patients with ST-elevation myocardial infarction to the emergency department","year":2025,"lang":"en","type":"article","venue":"The Journal of the Royal College of Physicians of Edinburgh","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Interquartile range; Myocardial infarction; Emergency department; Percutaneous coronary intervention; Chest pain; Reperfusion therapy; Internal medicine; Referral; Emergency medicine; Canadian Cardiovascular Society; Cardiology; Angina","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001310546,0.0001454187,0.0003986828,0.0002421604,0.0001611058,0.000005661017,0.0004719424,0.00004935358,0.00005087983],"category_scores_gemma":[0.0003990949,0.00007177454,0.0002302808,0.001176707,0.00009261625,0.00009649264,0.0002051896,0.0004194613,6.252992e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844148,"about_ca_system_score_gemma":0.0002426643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00022363,"about_ca_topic_score_gemma":0.0000297392,"domain_scores_codex":[0.9976786,0.0002785747,0.0006888334,0.0001065942,0.001019608,0.0002277915],"domain_scores_gemma":[0.9977295,0.0002256052,0.0005673704,0.000433588,0.0009947614,0.00004919814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.007201342,0.001776112,0.3635374,0.00009874767,0.002845724,0.000006517651,0.002161275,0.02752348,0.002809752,0.0002623998,0.5893705,0.002406687],"study_design_scores_gemma":[0.004435579,0.00141335,0.9597138,0.0006939821,0.001285513,0.000006792001,0.001782777,0.001735865,0.004301173,0.0005985093,0.02385003,0.0001826305],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810934,0.00006647388,0.0001043557,0.01502477,0.0006394011,0.00106202,0.00005891951,0.000005551223,0.001945101],"genre_scores_gemma":[0.9982231,0.00003484712,0.00008798869,0.0006256885,0.0003672944,0.00001400833,0.000002812167,0.00001184173,0.0006323993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5961764,"threshold_uncertainty_score":0.2926881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00749581506027986,"score_gpt":0.2664484539552923,"score_spread":0.2589526388950124,"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."}}