{"id":"W3139880428","doi":"10.26443/mjm.v13i1.238","title":"Male physicians treating female patients: Issues, Controversies and gynecology","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Gynecology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01729475,0.000318807,0.0006313533,0.001211984,0.005109772,0.004031396,0.00248896,0.01211332,0.0292259],"category_scores_gemma":[0.07041028,0.000467893,0.0005502748,0.00186805,0.00459193,0.004710207,0.002849731,0.006129148,0.004559136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005346978,"about_ca_system_score_gemma":0.01637996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02279499,"about_ca_topic_score_gemma":0.07748338,"domain_scores_codex":[0.9888788,0.004528116,0.001426476,0.0007056411,0.003008505,0.001452336],"domain_scores_gemma":[0.9175876,0.04041501,0.008305206,0.002493293,0.02012533,0.01107362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001896894,0.00007641718,0.009632334,0.001669321,0.0000375407,0.001033238,0.0009580608,0.00006725635,0.0004020339,0.0168725,0.8081393,0.1609223],"study_design_scores_gemma":[0.0001268234,0.00009342053,0.02308831,0.01208726,0.00006450355,0.004370617,0.006281189,0.0001491295,0.0001785197,0.009607273,0.9438818,0.00007114383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002392875,0.03648991,0.0001545048,0.9031159,0.01877409,0.00002294703,0.00009307774,0.0000169992,0.03893972],"genre_scores_gemma":[0.07584897,0.0740941,0.001118135,0.7811751,0.05338903,0.000135504,0.0001054331,0.00005225155,0.01408156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0292259,"threshold_uncertainty_score":0.09777045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056203552427237,"score_gpt":0.2907159926339881,"score_spread":0.2601539571097157,"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."}}