{"id":"W4389956951","doi":"10.1161/circ.148.suppl_1.19107","title":"Abstract 19107: Variation in Women's Representation Among Leadership Positions in Pediatric Cardiology Programs Across North America","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Medicine; Family medicine; Mentorship; Medical education","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":[0.001219213,0.0001144776,0.0001370392,0.001070133,0.0004538907,0.0004945491,0.0005082747,0.0001811168,0.003782903],"category_scores_gemma":[0.002567911,0.0001207631,0.0001327608,0.001310777,0.0004181458,0.000428037,0.0006501445,0.0002263694,0.0003744669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005340893,"about_ca_system_score_gemma":0.0007103223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009053227,"about_ca_topic_score_gemma":0.02002651,"domain_scores_codex":[0.9990801,0.0002365012,0.00006263743,0.000206737,0.0002114316,0.0002026142],"domain_scores_gemma":[0.9976532,0.0004822934,0.001045195,0.00007577123,0.0002802765,0.0004632569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002872084,0.00001237982,0.995679,0.00001180144,0.000009655544,0.00003371161,0.0004613466,0.00001066279,0.000157486,0.00003768783,0.0006173352,0.002940284],"study_design_scores_gemma":[0.00000197749,0.00002017744,0.9979139,0.00001609668,0.000003661519,0.00008600371,0.001282565,0.00004319044,0.00006308847,0.00001496848,0.0005530103,0.000001324581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970841,0.0002963158,0.0001439584,0.0002834993,0.00001013502,0.00001207164,0.0006532746,0.000008136763,0.001508628],"genre_scores_gemma":[0.9992151,0.000125793,0.00008073805,0.00007689904,0.00001178481,0.0000151382,0.000281645,0.000004595218,0.0001883266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009053227,"threshold_uncertainty_score":0.01800108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07968339490869336,"score_gpt":0.3230854729562192,"score_spread":0.2434020780475258,"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."}}