{"id":"W3127282180","doi":"10.1001/jamasurg.2020.6951","title":"Intersection of Race and Gender in Surgical Training—Reply","year":2021,"lang":"en","type":"letter","venue":"JAMA Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Family medicine; Otorhinolaryngology; General surgery; 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":[0.003426224,0.0006337732,0.0008947555,0.0007397474,0.003867017,0.002566746,0.001738076,0.03121835,0.01062197],"category_scores_gemma":[0.02392159,0.0006043709,0.0009360094,0.0009873747,0.002788113,0.005059631,0.00175432,0.02477398,0.005465642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002904197,"about_ca_system_score_gemma":0.005115709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01427628,"about_ca_topic_score_gemma":0.01576612,"domain_scores_codex":[0.9982985,0.0005230884,0.0002333542,0.0002931404,0.0003614468,0.0002904866],"domain_scores_gemma":[0.9882572,0.008102034,0.0004472828,0.0002706945,0.001578686,0.001344066],"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":[0.00003757662,0.00002841866,0.002964001,0.00003172959,0.0000109145,0.00047645,0.0004176926,0.00003696344,0.0000664953,0.001294872,0.9870502,0.007584731],"study_design_scores_gemma":[0.0002420971,0.0001988882,0.02408662,0.0009884189,0.0001025374,0.005956298,0.01386406,0.001037641,0.0006509691,0.02162214,0.9309505,0.0002998651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008622335,0.0002526071,0.00003458512,0.9936441,0.004328908,0.000004650496,0.00006872361,0.00001646244,0.0007876939],"genre_scores_gemma":[0.009785742,0.0006225579,0.0001392044,0.9732838,0.0134547,0.00004531821,0.00005071359,0.00001840589,0.002599679],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03121835,"threshold_uncertainty_score":0.03553402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09580144190883971,"score_gpt":0.2956589950571498,"score_spread":0.1998575531483101,"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."}}