{"id":"W3180517263","doi":"10.1111/vsu.13676","title":"Occupational segregation by gender in veterinary specialties: Who we are choosing, or who is choosing us","year":2021,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Veterinary medicine; Family medicine; Medical education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001442996,0.0001271157,0.0001878753,0.0007040416,0.0005695074,0.0005674409,0.0003680996,0.000337266,0.005045034],"category_scores_gemma":[0.005631352,0.0001074309,0.0002365069,0.0007434411,0.0005091339,0.000726292,0.000577344,0.000325465,0.0008497334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003790771,"about_ca_system_score_gemma":0.0006549718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005120206,"about_ca_topic_score_gemma":0.008528019,"domain_scores_codex":[0.9988849,0.0002749385,0.00007594231,0.000193792,0.0002818353,0.0002885458],"domain_scores_gemma":[0.997405,0.0003915034,0.001439578,0.00007968394,0.000207142,0.0004771478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003794653,0.00001826994,0.9969855,0.00000670033,0.000005813853,0.00004189328,0.0003491304,0.000008502197,0.0001077939,0.00006247978,0.0002906792,0.002085225],"study_design_scores_gemma":[0.000002724884,0.00008452882,0.9953663,0.00004698908,0.000007083041,0.0002493583,0.003209437,0.0001221471,0.0001039233,0.0001328191,0.0006709049,0.000003835903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974037,0.0003610842,0.0001784017,0.0006150421,0.00002775231,0.000008298241,0.0001794438,0.000002920997,0.001223307],"genre_scores_gemma":[0.9993283,0.0001124556,0.00005786944,0.0001203567,0.00001716887,0.000005223446,0.00008839442,0.000002227026,0.0002680757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005120206,"threshold_uncertainty_score":0.01687729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4326000181130998,"score_gpt":0.483588146276457,"score_spread":0.05098812816335718,"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."}}