{"id":"W4403226377","doi":"10.1016/j.cjca.2024.08.199","title":"REFERRAL SOURCES AND DIAGNOSES IN WOMEN PRESENTING TO A CANADIAN WOMEN'S HEART CLINIC: ADDRESSING A CLINICAL CARE GAP","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Referral; Medical diagnosis; Family medicine; Gender gap; Pediatrics; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001921916,0.0004156877,0.0006407272,0.004222636,0.00783715,0.003761371,0.003144945,0.001867554,0.005168452],"category_scores_gemma":[0.01466421,0.0005643957,0.0007048189,0.01063466,0.00116449,0.001572217,0.003055858,0.00204935,0.0003488212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04665004,"about_ca_system_score_gemma":0.07261188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9764361,"about_ca_topic_score_gemma":0.9898313,"domain_scores_codex":[0.9957587,0.0003128983,0.0003132616,0.0003332634,0.001123973,0.0021578],"domain_scores_gemma":[0.9924967,0.0008191053,0.001740009,0.00008545579,0.002579325,0.002279296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000883162,0.0001291969,0.9651896,0.0001362431,0.00003771937,0.00159042,0.01126173,0.0000829942,0.0001287633,0.0008733321,0.00914347,0.01133825],"study_design_scores_gemma":[0.00002176653,0.00003328719,0.9075024,0.0006476379,0.00006443045,0.001172347,0.08400759,0.0006129675,0.00006419389,0.0005624198,0.005236298,0.00007481308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633788,0.003242516,0.0002380055,0.01836668,0.0001504771,0.0001477295,0.002717487,0.0000274007,0.01173084],"genre_scores_gemma":[0.9932135,0.001786535,0.0006533446,0.00230599,0.00005735831,0.00005473538,0.0009065606,0.00002117133,0.00100082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04665004,"threshold_uncertainty_score":0.3384713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07862310073805995,"score_gpt":0.3404120563146408,"score_spread":0.2617889555765808,"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."}}