{"id":"W3097730255","doi":"10.1016/j.ijwd.2020.10.003","title":"Gender disparity in dermatologic society leadership: A global perspective","year":2020,"lang":"en","type":"article","venue":"International Journal of Women’s Dermatology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital; University of Ottawa; University of Toronto","funders":"","keywords":"Mentorship; Gender disparity; Representation (politics); Professional association; Scopus; Medicine; Global Leadership; Political science; Public relations; Sociology; Gender studies; Medical education; MEDLINE; Law; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005261353,0.0000935711,0.0002841796,0.0000625895,0.00008259661,0.00005655535,0.0009106699,0.0001345427,0.0003750573],"category_scores_gemma":[0.0006190352,0.00008975707,0.0001495386,0.0002165338,0.0004197336,0.0003054351,0.0001090981,0.0003429649,0.00002704361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799851,"about_ca_system_score_gemma":0.0004396908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001939077,"about_ca_topic_score_gemma":0.0001483361,"domain_scores_codex":[0.9980798,0.0002403403,0.0003283375,0.0001397321,0.0008409323,0.0003709071],"domain_scores_gemma":[0.9988399,0.0001112598,0.0002296591,0.0000437562,0.000514442,0.0002609873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003596161,0.0002595871,0.511693,0.00002991296,0.0005217911,0.002665403,0.3003663,0.0000737673,0.00001596076,0.1441254,0.03910442,0.0007848238],"study_design_scores_gemma":[0.002393662,0.00008220917,0.02295145,0.00003388974,0.00003120187,0.0009239014,0.8911699,0.0001379304,0.00003006076,0.01793465,0.06411186,0.0001992591],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7486836,0.0008265757,0.001154567,0.238265,0.001236544,0.00008406038,0.00001168226,0.00002596009,0.009711958],"genre_scores_gemma":[0.9760664,0.0001872287,0.0002270336,0.02319668,0.0003033476,0.000002064795,0.000001212946,0.000002953208,0.00001314159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5908036,"threshold_uncertainty_score":0.4706548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08621365563979833,"score_gpt":0.3442765138722826,"score_spread":0.2580628582324843,"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."}}