{"id":"W4310668175","doi":"10.1016/j.jpain.2022.11.005","title":"Promoting Inclusion, Diversity, and Equity in Pain Science","year":2022,"lang":"en","type":"editorial","venue":"Journal of Pain","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto; University Health Network","funders":"","keywords":"Equity (law); Medicine; Diversity (politics); Inclusion (mineral); Chronic pain; Psychiatry; Psychology; Social psychology; Political science; Sociology; Anthropology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","open_science"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1385285,0.0001061065,0.0003198896,0.0004584953,0.004791806,0.0001142843,0.00182273,0.0002011747,0.0001644281],"category_scores_gemma":[0.02861896,0.0001022546,0.00006941702,0.0007125918,0.0008062641,0.0003736345,0.01369279,0.001246796,4.401981e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051453,"about_ca_system_score_gemma":0.001804841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00164326,"about_ca_topic_score_gemma":0.0009296213,"domain_scores_codex":[0.9915892,0.001909986,0.0003366969,0.0002063548,0.005596938,0.0003607462],"domain_scores_gemma":[0.9967675,0.001925686,0.0005294412,0.00009328978,0.0004680114,0.0002161331],"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":[0.00002676317,0.00006563136,0.006638978,0.00007440762,0.00001118006,0.0002673982,0.1333424,0.000001559695,0.00001423649,0.00009121402,0.8348777,0.02458852],"study_design_scores_gemma":[0.0004879536,0.0003642518,0.0002681993,0.0003850621,0.00003663263,0.000001211621,0.0384116,0.0000255095,0.000001152054,0.00310571,0.9567611,0.0001515725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.03870707,0.001279625,0.0001106533,0.005158547,0.9481243,0.0003095457,0.00002147857,0.0000220983,0.00626661],"genre_scores_gemma":[0.2785541,0.001326354,0.0001968745,0.0008320123,0.7182823,0.000001239022,0.000006489828,0.00001421136,0.0007864077],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2398471,"threshold_uncertainty_score":0.9965038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03179946763603259,"score_gpt":0.3393408917378093,"score_spread":0.3075414241017767,"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."}}