{"id":"W1921710944","doi":"10.1111/j.1751-9020.2010.00294.x","title":"Gender and Feminization in Health Care Professions","year":2010,"lang":"en","type":"article","venue":"Sociology Compass","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Feminization (sociology); Sociology; Gender studies; Health care; Gerontology; Political science; Medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006091681,0.00003327583,0.00008987204,0.00003267468,0.0003980549,0.00000613878,0.0001110162,0.0001233608,0.0001062954],"category_scores_gemma":[0.0001151497,0.00003172921,0.000008515827,0.00007831479,0.0006059765,0.00003566801,0.00003870144,0.0002568671,0.000007958273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003725059,"about_ca_system_score_gemma":0.0002305528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004915791,"about_ca_topic_score_gemma":0.002246377,"domain_scores_codex":[0.9993683,0.0002012263,0.00007162159,0.00009619932,0.0001038255,0.0001588345],"domain_scores_gemma":[0.9997173,0.0000810718,0.00003223455,0.00005138901,0.00005236836,0.00006562424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003406623,0.00001844807,0.3656442,0.00001865656,0.000004216332,0.000001958271,0.4599847,8.253025e-7,0.00003227755,0.1643247,0.008339738,0.001626798],"study_design_scores_gemma":[0.0004255973,0.00003057322,0.3059353,0.00001204022,0.000003971882,4.709952e-7,0.6329674,0.000006699212,0.000002835628,0.006355572,0.05418207,0.00007748277],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628838,0.0003439553,0.0000486827,0.01248016,0.0009694758,0.0001532261,0.00000330398,0.00003480312,0.02308255],"genre_scores_gemma":[0.9980425,0.00004508415,0.000162155,0.001464356,0.000121454,0.000003242895,0.00001312057,0.000001737045,0.0001463884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1729826,"threshold_uncertainty_score":0.3061556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04096365235020133,"score_gpt":0.3670422678173642,"score_spread":0.3260786154671629,"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."}}