{"id":"W4406756747","doi":"10.1016/j.cjco.2025.01.016","title":"Equity Gaps in the Diagnosis and Treatment of Occlusion Myocardial Infarction","year":2025,"lang":"en","type":"article","venue":"CJC Open","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"University Health Network; Baxter International","keywords":"Cardiology; Occlusion; Myocardial infarction; Equity (law); Medicine; Internal medicine; Infarction; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005169382,0.00007772075,0.0002872367,0.000133371,0.00007900011,0.00004358642,0.0001543449,0.00006176399,0.00007181397],"category_scores_gemma":[0.0001300354,0.0000497123,0.00005500668,0.0003541467,0.00008698731,0.00008270126,0.0003798204,0.00008927529,0.000009427939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001575641,"about_ca_system_score_gemma":0.0001232051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002329575,"about_ca_topic_score_gemma":0.00005750862,"domain_scores_codex":[0.9991714,0.0001397728,0.000178785,0.0001702696,0.0001994671,0.0001402527],"domain_scores_gemma":[0.9993938,0.000182019,0.00003136859,0.0002909692,0.0000606236,0.00004119554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001585765,0.001068903,0.5588611,0.00009334805,0.0005333461,0.00008121859,0.002626656,0.00001443802,0.003487144,0.003111511,0.06926114,0.3592754],"study_design_scores_gemma":[0.003596089,0.000837854,0.7087969,0.0001020164,0.0001284289,0.00002426399,0.0006498605,0.00007770868,0.002811677,0.0006118909,0.2822893,0.00007407358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8505587,0.0008019916,0.00002768207,0.04596379,0.000213218,0.002881593,0.00001922975,0.00001500184,0.09951877],"genre_scores_gemma":[0.9937469,0.002566682,0.00009790486,0.002594298,0.00006910333,0.0002472301,0.00001871669,0.000005526286,0.000653671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3592014,"threshold_uncertainty_score":0.3521636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05881627279367325,"score_gpt":0.4100272269944997,"score_spread":0.3512109542008265,"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."}}