{"id":"W4405684824","doi":"10.7759/cureus.76207","title":"Correlation Between Gender of Department Chairs and Paid Parental Leave Benefits in Academic Dermatology Residency Programs","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of Toronto; Canadian Association of Nurses in Oncology; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Medicine; Family medicine; Residency training; Medical education","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00183057,0.000124959,0.000143949,0.0009722497,0.0006044449,0.0006872264,0.0004516965,0.0003169315,0.007700011],"category_scores_gemma":[0.01452886,0.0001311437,0.0002129038,0.0008552379,0.0003914527,0.0003393002,0.0006359402,0.000683833,0.0003759746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000763,"about_ca_system_score_gemma":0.001783737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0203477,"about_ca_topic_score_gemma":0.03156819,"domain_scores_codex":[0.9986109,0.0004479246,0.0001208359,0.0001201214,0.0004069871,0.0002932528],"domain_scores_gemma":[0.9828517,0.004355058,0.006599803,0.0002681924,0.001376525,0.004548722],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005824342,0.0000724221,0.9945807,0.00002017253,0.000008458313,0.00004815636,0.0004803489,0.00002500536,0.00008181688,0.00004432481,0.000601979,0.003978396],"study_design_scores_gemma":[0.000002178481,0.00004929487,0.9972703,0.00003377035,0.000005867388,0.0001149109,0.00168226,0.00005482164,0.00004082427,0.00001545801,0.0007275474,0.000002853043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971837,0.0003415111,0.00007322247,0.000351663,0.00003013999,0.00001081983,0.0002350216,0.000004883614,0.001768974],"genre_scores_gemma":[0.9993371,0.0001398504,0.00008269985,0.00005125899,0.00001403679,0.000007481886,0.00009222686,0.000002572944,0.0002727298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9981694,"threshold_uncertainty_score":0.04045856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07873460975610772,"score_gpt":0.3384442701180516,"score_spread":0.2597096603619439,"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."}}