{"id":"W2984829950","doi":"10.1016/j.ejim.2019.10.027","title":"Equity, diversity, and inclusion in academic internal medicine at US medical schools","year":2019,"lang":"en","type":"letter","venue":"European Journal of Internal Medicine","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Inclusion (mineral); Equity (law); Diversity (politics); Family medicine; Medical education; Social science; Law","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":[0.008733405,0.0001668587,0.0006319405,0.001023821,0.0156865,0.005604134,0.001361657,0.0205157,0.005916625],"category_scores_gemma":[0.04033536,0.0004342424,0.0005869676,0.001472618,0.006341946,0.003987901,0.006483417,0.01940298,0.0005960941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01063983,"about_ca_system_score_gemma":0.02475526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06869119,"about_ca_topic_score_gemma":0.1548954,"domain_scores_codex":[0.9875471,0.00449412,0.001067502,0.0006200812,0.002110472,0.004160776],"domain_scores_gemma":[0.9472573,0.01823852,0.004547066,0.0006574672,0.004198173,0.02510146],"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":[0.0004077501,0.0009511922,0.3386592,0.0001876429,0.00009873668,0.005462618,0.02721982,0.0003690342,0.000466417,0.01985136,0.5529639,0.05336232],"study_design_scores_gemma":[0.000394368,0.0005382769,0.4690641,0.001831941,0.0001367897,0.005206077,0.1801115,0.002261878,0.0008097113,0.05531279,0.2840043,0.0003282428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04197115,0.0004023793,0.00002315871,0.9520397,0.001119007,0.000007005356,0.00002187614,0.000002831079,0.004412916],"genre_scores_gemma":[0.5880443,0.0005834381,0.0001357186,0.4001862,0.006350892,0.00004925923,0.00003185909,0.00001240946,0.004605945],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06869119,"threshold_uncertainty_score":0.1365827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05952011977265533,"score_gpt":0.3445397344970789,"score_spread":0.2850196147244236,"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."}}