{"id":"W4416578033","doi":"10.1016/j.jacc.2025.08.096","title":"Canadian Cardiovascular Care at a Crossroad","year":2025,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Sunnybrook Health Science Centre","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007577424,0.001068078,0.001137517,0.003827362,0.0175664,0.0127231,0.002546321,0.01206249,0.07417113],"category_scores_gemma":[0.01463655,0.0009301056,0.001271478,0.004557102,0.005056418,0.004058701,0.005579717,0.01272876,0.006248476],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1112335,"about_ca_system_score_gemma":0.3378595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9726819,"about_ca_topic_score_gemma":0.9876452,"domain_scores_codex":[0.9878662,0.001058194,0.0003400208,0.0008134388,0.005031629,0.004890574],"domain_scores_gemma":[0.9615797,0.001374658,0.0004477463,0.0006508126,0.01389572,0.0220514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000629208,0.00005783985,0.002655166,0.0001457537,0.00004400563,0.0002480571,0.0004204022,0.0001001583,0.0001014371,0.03791211,0.9126219,0.04563024],"study_design_scores_gemma":[0.00004700491,0.00002737521,0.01045298,0.0005649736,0.00003784782,0.000118332,0.001757099,0.0001520472,0.00006122096,0.006125781,0.9805967,0.00005853829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002788451,0.02028408,0.000401771,0.8531486,0.02598427,0.00004428225,0.0008092988,0.0001688633,0.09637042],"genre_scores_gemma":[0.2241672,0.09144008,0.006048014,0.4201457,0.02445852,0.0001543681,0.002433398,0.000396134,0.2307566],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8887665,"threshold_uncertainty_score":0.8070595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105000455640984,"score_gpt":0.2954633012743068,"score_spread":0.284413296717897,"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."}}