{"id":"W4323039514","doi":"10.1016/s0735-1097(23)02685-2","title":"DESIGNING A MULTIDISCIPLINARY CARDIO-OBSTETRICS CURRICULUM: A NATIONAL SURVEY OF EDUCATION PRIORITIES FOR CARDIOLOGY AND OBSTETRICS RESIDENTS","year":2023,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Multidisciplinary approach; Obstetrics and gynaecology; Curriculum; Obstetrics; Medical education; Family medicine; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005547747,0.0001938491,0.0002915635,0.001254357,0.001756191,0.001236066,0.0007618999,0.001188966,0.002166026],"category_scores_gemma":[0.01198599,0.0006100659,0.0005152198,0.001018043,0.0003925303,0.001081254,0.002493744,0.001495974,0.0003927048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002419941,"about_ca_system_score_gemma":0.007477757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02815907,"about_ca_topic_score_gemma":0.0694719,"domain_scores_codex":[0.9975975,0.0005594637,0.0003658918,0.0001538087,0.0006527069,0.0006706228],"domain_scores_gemma":[0.9875644,0.00163746,0.003842558,0.0002490914,0.002415694,0.004290804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003428373,0.0003313215,0.9849571,0.00007736613,0.00003333755,0.00008454321,0.002696904,0.00006325005,0.0002746079,0.00005383424,0.001929974,0.009463453],"study_design_scores_gemma":[0.000007686745,0.000106505,0.986603,0.00007552486,0.000008610469,0.00007449712,0.01055342,0.0001490564,0.00008054015,0.00002464374,0.00230792,0.000008636903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935748,0.0003289572,0.000161501,0.00281948,0.0000637247,0.0001266749,0.0003739079,0.000007358197,0.002543641],"genre_scores_gemma":[0.9956824,0.0005530304,0.0006684812,0.001573689,0.00002757849,0.0001215098,0.0003999491,0.000006343488,0.0009670585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02815907,"threshold_uncertainty_score":0.05599034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03846863229997604,"score_gpt":0.3372594187623421,"score_spread":0.298790786462366,"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."}}