{"id":"W7083700634","doi":"10.58931/cct.2025.129","title":"Secondary Prevention After Myocardial Infarction: Bridging Evidence to Practice","year":2025,"lang":"en","type":"article","venue":"Canadian Cardiology Today","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Secondary prevention; Myocardial infarction; Acute coronary syndrome; Bridging (networking); Adverse effect; Clinical Practice; Clinical trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004846077,0.000137901,0.0003252417,0.0003666606,0.0001400791,0.0000133693,0.00008587447,0.0002619088,0.0003179906],"category_scores_gemma":[0.001125441,0.0001503203,0.000155955,0.0003252061,0.0001024981,0.0001685063,0.00003441434,0.0003809467,0.0002710761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003096485,"about_ca_system_score_gemma":0.001658682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005751275,"about_ca_topic_score_gemma":0.004580133,"domain_scores_codex":[0.9987298,0.0002244455,0.0001951246,0.0003654793,0.00007430074,0.0004108406],"domain_scores_gemma":[0.9989644,0.000159976,0.00002937982,0.0003577392,0.0001583625,0.000330137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001643497,0.00003272776,0.6718,0.0001642682,0.001798539,0.003786177,0.0006982925,0.0002436106,0.0003623854,0.0008668561,0.2478645,0.07073918],"study_design_scores_gemma":[0.0003963171,0.0001862907,0.5783238,0.0001473348,0.0002660839,0.001036411,0.0002362314,0.000005032075,0.00002283441,0.0001691019,0.4190768,0.0001337903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6430504,0.006337305,0.00163879,0.1056421,0.005875096,0.001249575,0.00003179692,0.0001023084,0.2360726],"genre_scores_gemma":[0.9725428,0.00006265057,0.0002961722,0.02077596,0.0003507551,0.0001330558,0.00002199117,0.0000116166,0.005804991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3294924,"threshold_uncertainty_score":0.8694246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353717041955739,"score_gpt":0.314746544504886,"score_spread":0.3012093740853287,"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."}}