{"id":"W7116763643","doi":"10.1093/ehjacc/zuaf135","title":"‘November has come: breaking ground in acute cardiovascular care’","year":2025,"lang":"en","type":"article","venue":"European Heart Journal Acute Cardiovascular Care","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"MEDLINE; Acute coronary syndrome; Disease; Etiology; Heart failure","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.006841358,0.0007232812,0.002343116,0.0009859614,0.0008530478,0.0004213717,0.0004798309,0.0003140573,0.0000943065],"category_scores_gemma":[0.0001677899,0.0006973749,0.009975988,0.001454557,0.0001942455,0.0004519258,0.0003672736,0.00213535,0.0002724793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350382,"about_ca_system_score_gemma":0.0007241187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006917267,"about_ca_topic_score_gemma":0.00000783264,"domain_scores_codex":[0.9889723,0.005305577,0.00137108,0.001139762,0.002024171,0.001187105],"domain_scores_gemma":[0.9956895,0.00005002243,0.0001623896,0.002210947,0.0012273,0.0006598501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004749864,0.0005442002,0.02593217,0.004692097,0.1374497,0.05300307,0.0139442,0.009429499,0.001235017,0.0001427207,0.008664144,0.7444882],"study_design_scores_gemma":[0.009465478,0.000262017,0.2198156,0.001905866,0.009678334,0.01393494,0.003851233,0.00003279413,0.000324863,0.0000164973,0.7399731,0.000739318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4409124,0.388797,0.09355855,0.001521686,0.005633625,0.004345947,0.00008839803,0.0006645276,0.06447779],"genre_scores_gemma":[0.9893765,0.005354942,0.001296152,0.001724876,0.001236482,0.00004788883,0.0001750476,0.000207655,0.0005804477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7437489,"threshold_uncertainty_score":0.9999388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03136752104857827,"score_gpt":0.3076119414168224,"score_spread":0.2762444203682441,"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."}}