{"id":"W4414715151","doi":"10.1016/j.cjca.2025.08.284","title":"P291 COMPARISON OF CARDIOVASCULAR RISK PREDICTION TOOLS IN PATIENTS WITH COPD: POOLED ANALYSIS OF FIVE US COHORT STUDIES","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pooled analysis; Cohort study; Cohort; Meta-analysis; Risk assessment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01225523,0.002204407,0.004396661,0.002257732,0.0006750398,0.003335637,0.001262095,0.001878385,0.001897717],"category_scores_gemma":[0.02030971,0.001341593,0.01614556,0.003183826,0.0005548682,0.001332958,0.001958119,0.001503179,0.0002862279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004270021,"about_ca_system_score_gemma":0.0007143809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007077826,"about_ca_topic_score_gemma":0.008032112,"domain_scores_codex":[0.9886763,0.005830509,0.001463197,0.002350028,0.001201839,0.0004781559],"domain_scores_gemma":[0.9856105,0.008346813,0.002096781,0.002039027,0.001560885,0.0003459453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.03016254,0.00008939068,0.5475413,0.002654487,0.4043884,0.0002555498,0.0002423879,0.0008903577,0.001154345,0.0001721843,0.001299526,0.01114945],"study_design_scores_gemma":[0.0037616,0.001874769,0.6698402,0.0005726097,0.3179311,0.0004266021,0.0004359117,0.002170045,0.0004497456,0.0006188016,0.001801538,0.000117191],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.915344,0.06922691,0.004354788,0.0003691762,0.0004687175,0.0002507122,0.008004344,0.00009877132,0.001882633],"genre_scores_gemma":[0.9915177,0.003424729,0.0009774221,0.0001658588,0.0001538652,0.0001560328,0.003298032,0.00003274314,0.000273558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01225523,"threshold_uncertainty_score":0.06481266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731251069157315,"score_gpt":0.3112881814336185,"score_spread":0.2939756707420454,"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."}}