{"id":"W4410159198","doi":"10.14740/cr2063","title":"Lipid-Lowering Therapy in Post-Acute Coronary Syndrome Patients: An Observational Study","year":2025,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Cardiology; Acute coronary syndrome; Internal medicine; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00294488,0.0001369911,0.000670367,0.0004414233,0.0001707502,0.00001650984,0.0002154737,0.000169022,0.00004093553],"category_scores_gemma":[0.0002383176,0.0001161094,0.0001577754,0.0006984356,0.0001462953,0.0001064117,0.000159888,0.0007149484,0.00002257307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002549344,"about_ca_system_score_gemma":0.0006404724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002381149,"about_ca_topic_score_gemma":0.00002833552,"domain_scores_codex":[0.9971541,0.0008701085,0.0003113172,0.000502919,0.0006229373,0.0005385955],"domain_scores_gemma":[0.9982308,0.0001271434,0.00001975508,0.000793574,0.0006923412,0.0001364079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006825757,0.000474349,0.9757161,0.00003258358,0.0007591334,0.0008059163,0.0002094811,0.00001926352,0.0003053091,0.00005609424,0.0002382184,0.02070097],"study_design_scores_gemma":[0.003594202,0.003796276,0.9902521,0.0000378538,0.00002684108,0.0001137344,0.0005980163,0.0000162123,0.00002113408,0.00004810415,0.001408979,0.00008652484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951051,0.0007381702,0.00002055515,0.0006124525,0.0002863074,0.002144374,0.00001267585,0.00003917775,0.001041151],"genre_scores_gemma":[0.9981191,0.0003041746,0.00004288993,0.0004658725,0.0001434663,0.0003977627,0.0001311366,0.00001981166,0.0003757953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02061444,"threshold_uncertainty_score":0.4734806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1547305441339031,"score_gpt":0.4321041290350978,"score_spread":0.2773735849011947,"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."}}