{"id":"W4414714258","doi":"10.1016/j.cjca.2025.08.183","title":"P272 SEX-SPECIFIC PERFORMANCE OF PREDICTIVE MODELS FOR CHEST PAIN: A SYSTEMATIC REVIEW","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronary artery disease; Presentation (obstetrics); Predictive modelling; Disease; Predictive value of tests; MEDLINE","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":[0.01400658,0.00202733,0.01190788,0.003084974,0.0005732721,0.003149702,0.002772071,0.002952953,0.003973345],"category_scores_gemma":[0.06841172,0.001654522,0.03176102,0.004743029,0.00115248,0.002842722,0.001516009,0.003094604,0.0005230425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385017,"about_ca_system_score_gemma":0.003624772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009655542,"about_ca_topic_score_gemma":0.01798465,"domain_scores_codex":[0.9874204,0.005451786,0.003174375,0.002263561,0.001363068,0.0003268289],"domain_scores_gemma":[0.9311611,0.05900541,0.005638971,0.001555955,0.002186776,0.0004517988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005199267,0.00006708338,0.02814813,0.3387858,0.5961936,0.0001884417,0.0001793078,0.00076839,0.0002323094,0.0002138572,0.001978688,0.02804508],"study_design_scores_gemma":[0.002012614,0.0004198923,0.02255889,0.0333057,0.9376252,0.0001866976,0.0001253988,0.0006276283,0.0001550657,0.0004457126,0.002468786,0.00006852324],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008328784,0.9893262,0.000506272,0.0002898405,0.0002055777,0.0001122799,0.0009650158,0.00002560197,0.0002403612],"genre_scores_gemma":[0.4133387,0.5794688,0.00215612,0.001526614,0.0006453067,0.0005026286,0.001955892,0.00007484121,0.0003312071],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01400658,"threshold_uncertainty_score":0.0740748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397356297052409,"score_gpt":0.2723451404483522,"score_spread":0.2483715774778281,"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."}}