{"id":"W4221056797","doi":"10.1016/j.joca.2022.02.289","title":"BARRIERS AND STRATEGIES FOR RECRUITING PARTICIPANTS WHO IDENTIFY AS VISIBLE MINORITIES IN MUSCULOSKELETAL HEALTH RESEARCH: A SCOPING REVIEW FROM A CANADIAN PERSPECTIVE","year":2022,"lang":"en","type":"review","venue":"Osteoarthritis and Cartilage","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Perspective (graphical); Health equity; Medicine; Physical therapy; Arthritis; Osteoarthritis; Gerontology; Alternative medicine; Family medicine; Public health; Internal medicine; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001995929,0.0003516594,0.001888406,0.0004682237,0.0005768112,0.0001738096,0.00009707334,0.0001754769,0.0003910161],"category_scores_gemma":[0.001259005,0.0003355507,0.0003341816,0.0004642999,0.0002816448,0.0002157801,0.00009226008,0.0006071723,0.000003448389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004518961,"about_ca_system_score_gemma":0.003920231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05182697,"about_ca_topic_score_gemma":0.2741435,"domain_scores_codex":[0.9962474,0.000847906,0.0008242493,0.0008081684,0.0004091685,0.0008630682],"domain_scores_gemma":[0.9981055,0.0005699226,0.0001916716,0.0002994566,0.0001308519,0.0007025512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002074651,0.00002190716,0.00005216249,0.2118479,0.00002926217,0.00007918842,0.004987664,6.391095e-8,0.000004255812,0.001183564,0.0005008499,0.7812724],"study_design_scores_gemma":[0.001464506,0.002345172,0.00006238067,0.633353,0.0003904534,0.00004955813,0.07654652,0.00000160511,5.141724e-7,0.001913844,0.283305,0.0005674551],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01220586,0.979028,5.639594e-7,0.0007974218,0.0001125043,0.005996856,0.0003529449,0.00001856432,0.001487269],"genre_scores_gemma":[0.00222597,0.9945867,0.00004314296,0.0002968294,0.0001056713,0.0023367,0.0002337267,0.00005981962,0.0001114606],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.780705,"threshold_uncertainty_score":0.9999096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.121200718730203,"score_gpt":0.4514850643297866,"score_spread":0.3302843455995836,"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."}}