{"id":"W4318823253","doi":"10.2147/jpr.s401985","title":"Promoting Inclusion, Diversity, and Equity in Pain Science","year":2023,"lang":"en","type":"article","venue":"Journal of Pain Research","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Equity (law); Diversity (politics); Inclusion (mineral); 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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.06445564,0.0002537348,0.0007670866,0.00338028,0.01332572,0.01164849,0.0016995,0.004054378,0.006358116],"category_scores_gemma":[0.10588,0.0003554715,0.0007611775,0.001671304,0.0146372,0.007319559,0.0405852,0.006441706,0.0003820023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004240009,"about_ca_system_score_gemma":0.03339305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004205723,"about_ca_topic_score_gemma":0.00842298,"domain_scores_codex":[0.9515827,0.03170426,0.001353816,0.001398635,0.007690454,0.006270185],"domain_scores_gemma":[0.8856708,0.05773154,0.007576887,0.005045572,0.00880404,0.03517122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003119193,0.00189181,0.09312174,0.00101565,0.0002767848,0.0003890344,0.122603,0.0006513998,0.001706585,0.3455426,0.0365456,0.3959439],"study_design_scores_gemma":[0.000341138,0.0007540944,0.1037578,0.003558226,0.0002007607,0.0006305458,0.09772833,0.001069854,0.002074856,0.5958102,0.1939313,0.0001430115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3486375,0.006802113,0.009837925,0.4893678,0.002285578,0.0002490753,0.00009724704,0.00005871605,0.1426641],"genre_scores_gemma":[0.9814044,0.001263701,0.002492242,0.01165262,0.000979203,0.00009957721,0.00002272056,0.00001396783,0.002071472],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9983005,"threshold_uncertainty_score":0.3408781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2510278881021357,"score_gpt":0.490992183857438,"score_spread":0.2399642957553024,"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."}}