{"id":"W1604111983","doi":"10.3138/cbmh.29.1.83","title":"Feminization of Canadian Medicine: Voices from the Second Wave","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Health History","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Economic shortage; Feminization (sociology); Ambivalence; Opposition (politics); Negotiation; Medicine; Context (archaeology); Fell; Blame; Globe; Specialty; Family medicine; Gender studies; Political science; Psychology; Sociology; History; Government (linguistics); Social psychology; Law; Psychiatry; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00988321,0.0006721151,0.000752299,0.002958716,0.06971114,0.01147939,0.002273961,0.007389281,0.006988223],"category_scores_gemma":[0.009324559,0.0006554992,0.0004804712,0.004521984,0.02487005,0.003853448,0.008579874,0.01119851,0.0003824085],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1537424,"about_ca_system_score_gemma":0.1615594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9841987,"about_ca_topic_score_gemma":0.9904732,"domain_scores_codex":[0.990131,0.00164605,0.0001188372,0.0006640799,0.002891304,0.004548664],"domain_scores_gemma":[0.988943,0.003272653,0.0005920244,0.0002269475,0.002685162,0.004280165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000551564,0.00002341546,0.006503952,0.0001295482,0.000009002541,0.0008332047,0.8835414,0.0000457022,0.0006422516,0.05142098,0.04128178,0.01551359],"study_design_scores_gemma":[0.000009985745,0.00001915204,0.01199533,0.0002688395,0.000006300778,0.000256082,0.5675988,0.00006344618,0.0001938726,0.001399921,0.418124,0.00006426733],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3126125,0.0218249,0.0006867707,0.4542017,0.002779798,0.0001044982,0.0005459856,0.0000409441,0.2072029],"genre_scores_gemma":[0.8891914,0.009181858,0.0003123623,0.05633416,0.0006810489,0.00005714089,0.0001586047,0.00008034583,0.0440031],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8462576,"threshold_uncertainty_score":0.9815388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08341407892387927,"score_gpt":0.2721987919026099,"score_spread":0.1887847129787306,"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."}}