{"id":"W4408739727","doi":"10.1002/prp2.70085","title":"Roadmap and Reflections on Expanding Equity, Diversity, Inclusion, Indigeneity, and Accessibility in Pharmacology Curricula","year":2025,"lang":"en","type":"article","venue":"Pharmacology Research & Perspectives","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Curriculum; Inclusion (mineral); Medical education; Equity (law); Diversity (politics); Curriculum development; Psychology; Pedagogy; Medicine; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.04955583,0.001291109,0.0008165019,0.001918752,0.01119636,0.01635116,0.003604226,0.0122536,0.01476762],"category_scores_gemma":[0.05332401,0.0009277905,0.00144559,0.002784462,0.01216678,0.01225077,0.01209801,0.01943549,0.002344545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02875043,"about_ca_system_score_gemma":0.1162626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08192503,"about_ca_topic_score_gemma":0.1693657,"domain_scores_codex":[0.9637233,0.01895963,0.001692369,0.001364373,0.008050883,0.006209439],"domain_scores_gemma":[0.8991012,0.04623066,0.002019667,0.003451221,0.02341907,0.02577821],"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":[0.0001709683,0.000620828,0.003491423,0.0035718,0.00003987984,0.002130036,0.09969372,0.001936617,0.003564819,0.08105938,0.6006753,0.2030453],"study_design_scores_gemma":[0.0000340498,0.0003096687,0.003393108,0.002705742,0.00002541304,0.0005573079,0.1389745,0.0006283185,0.001264163,0.01790131,0.8340775,0.0001289218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009862495,0.006540054,0.005152519,0.9532427,0.007541683,0.0003501631,0.0001780229,0.0002912841,0.01684123],"genre_scores_gemma":[0.4037565,0.06701173,0.08082066,0.3738824,0.005193923,0.00185881,0.0007932562,0.0009600067,0.06572268],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08192503,"threshold_uncertainty_score":0.2620794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3515140080135828,"score_gpt":0.6474004828437994,"score_spread":0.2958864748302166,"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."}}