{"id":"W1971077090","doi":"10.1001/jama.291.5.635","title":"Career Satisfaction in Female Physicians","year":2004,"lang":"en","type":"article","venue":"JAMA","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Sign (mathematics); Psychiatry","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":[0.001203752,0.0001285622,0.0002734801,0.001094725,0.001590462,0.001659994,0.0002835652,0.0006469794,0.0370719],"category_scores_gemma":[0.01256049,0.0001196585,0.0004235654,0.001193964,0.0003953288,0.0008434396,0.001005767,0.001047497,0.003864242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009564378,"about_ca_system_score_gemma":0.001463024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005954859,"about_ca_topic_score_gemma":0.01046184,"domain_scores_codex":[0.9983515,0.0004440895,0.00006977369,0.0001225969,0.0003262279,0.0006858954],"domain_scores_gemma":[0.9893219,0.001703686,0.001692664,0.0001223641,0.001075054,0.006084305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002097952,0.0002725648,0.922108,0.0000430074,0.00002486209,0.0002562415,0.001688398,0.00006388454,0.00008194626,0.0005075406,0.03344309,0.0413007],"study_design_scores_gemma":[0.0000251338,0.0001619309,0.9830368,0.00006643684,0.000007931224,0.0004709791,0.005439774,0.0001723509,0.00004997185,0.0003110966,0.0102464,0.00001114004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9347227,0.001354641,0.0001174936,0.01706584,0.0004406014,0.0000250314,0.001737484,0.00002462481,0.04451171],"genre_scores_gemma":[0.9902727,0.0003770897,0.00005525222,0.001661687,0.0001511452,0.00001537608,0.0005092226,0.00001537213,0.006942154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0370719,"threshold_uncertainty_score":0.1240179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02745086213200373,"score_gpt":0.2788788357731977,"score_spread":0.251427973641194,"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."}}