{"id":"W2922232832","doi":"10.1503/cmaj.109-5723","title":"When people hear “doctor,” most still picture a man","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Receptionists; Fell; Medicine; Family medicine; Nursing; Geography; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000785985,0.0003305284,0.0003594538,0.0005520075,0.003544839,0.001843826,0.0003851883,0.00205524,0.04686972],"category_scores_gemma":[0.007679489,0.0002474888,0.0002376851,0.0004298845,0.00190964,0.002598023,0.001981525,0.002489985,0.02172399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008647145,"about_ca_system_score_gemma":0.001006939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01689577,"about_ca_topic_score_gemma":0.02739234,"domain_scores_codex":[0.9987016,0.0004029227,0.00006493594,0.00009432763,0.0004231933,0.0003130288],"domain_scores_gemma":[0.9980756,0.000280588,0.0003203585,0.000065019,0.0004978716,0.0007604708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001092076,0.00005145294,0.01648763,0.0002011999,0.0000217413,0.001294237,0.02330376,0.0000148494,0.001255781,0.002615203,0.8975308,0.05711412],"study_design_scores_gemma":[0.00003108692,0.0001150385,0.0275336,0.0004342295,0.00002220941,0.004748151,0.1039251,0.00004530036,0.0003665519,0.001788239,0.8609233,0.00006715717],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1378857,0.02120597,0.003137761,0.4571466,0.03163014,0.00019289,0.002436484,0.0008348402,0.3455296],"genre_scores_gemma":[0.4333183,0.01798765,0.002281116,0.335967,0.01044431,0.0001077635,0.001050232,0.0003398681,0.1985037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04686972,"threshold_uncertainty_score":0.1567948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318572695573355,"score_gpt":0.3469986714446927,"score_spread":0.3238129444889591,"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."}}