{"id":"W4412450550","doi":"10.1016/j.cjca.2025.06.044","title":"How Do Clinicians Perceive the Role of AI in Cardiovascular Disease Prevention for Women?","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Disease; Intensive care medicine; Internal medicine","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":[0.006273766,0.0002105477,0.0004568079,0.001145279,0.00185846,0.004114526,0.0005951982,0.002199779,0.005903515],"category_scores_gemma":[0.06736419,0.0002561275,0.0003659936,0.0007082661,0.002052209,0.002610745,0.001365276,0.002999226,0.0008613183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002736459,"about_ca_system_score_gemma":0.004437279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0319293,"about_ca_topic_score_gemma":0.03698432,"domain_scores_codex":[0.9945674,0.002767008,0.0003799791,0.0002987268,0.001389012,0.0005978043],"domain_scores_gemma":[0.9713296,0.01204051,0.005380352,0.0004378283,0.005706356,0.005105408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007362689,0.0003343858,0.6219144,0.001105948,0.0004803488,0.001824244,0.1179297,0.0002361728,0.001296928,0.01080072,0.08989868,0.1534423],"study_design_scores_gemma":[0.0003092909,0.0005526288,0.3863332,0.004813015,0.0004912734,0.004547279,0.4122729,0.0009901657,0.0005674369,0.01965727,0.1691251,0.0003403654],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4324017,0.03078232,0.001363672,0.4515678,0.003767887,0.0000758166,0.0007437379,0.00003933107,0.0792578],"genre_scores_gemma":[0.9426841,0.007857789,0.0005447618,0.04607368,0.001012671,0.00002797234,0.0001175265,0.00002295156,0.00165867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0319293,"threshold_uncertainty_score":0.06348693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02830609456674017,"score_gpt":0.3186906526380981,"score_spread":0.290384558071358,"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."}}