{"id":"W4315436212","doi":"10.1097/j.pain.0000000000002847","title":"Promoting inclusion, diversity, and equity in pain science","year":2023,"lang":"en","type":"article","venue":"Pain","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto; University Health Network","funders":"","keywords":"Racism; Eugenics; Emotive; Ethnic group; Inclusion (mineral); Race (biology); Equity (law); Psychology; Sociology; Gender studies; Social psychology; Political science; Anthropology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02339208,0.00004618538,0.00008730011,0.0001658726,0.0008009707,0.000007216594,0.00009100901,0.00003128156,0.00001085849],"category_scores_gemma":[0.003284566,0.00004129456,0.00001013499,0.0007482724,0.00009125379,0.00004216349,0.003932335,0.0001037256,0.000006953095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007757866,"about_ca_system_score_gemma":0.00008389288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003329024,"about_ca_topic_score_gemma":0.00008984616,"domain_scores_codex":[0.9988587,0.0002720944,0.00009485216,0.0002186201,0.0003033258,0.0002524352],"domain_scores_gemma":[0.9993548,0.0003548702,0.0000161567,0.0001226048,0.00003896716,0.0001125861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005807289,0.00001436179,0.6821948,0.000196883,0.000001070557,0.00004616829,0.02318255,3.872308e-7,0.0007813592,0.00004831924,0.0001883818,0.29334],"study_design_scores_gemma":[0.0006082319,0.0002174878,0.93948,0.0003039338,0.000005353287,0.000009375945,0.005039869,0.04340953,0.0005152845,0.009019232,0.001262835,0.0001288264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933539,0.0001348506,0.0000889611,0.005468243,0.0000534329,0.0002023468,8.066352e-7,0.00007242073,0.0006250471],"genre_scores_gemma":[0.998244,0.00002066602,0.0001025094,0.001496254,0.00004281168,0.000003491489,0.00000281024,0.000003624834,0.00008379151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2932111,"threshold_uncertainty_score":0.8107276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1351717875943085,"score_gpt":0.3974945313072646,"score_spread":0.2623227437129561,"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."}}