{"id":"W4220822663","doi":"10.1186/s41687-022-00428-z","title":"Implementing patient-reported outcomes in routine clinical care for diverse and underrepresented patients in the United States","year":2022,"lang":"en","type":"review","venue":"Journal of Patient-Reported Outcomes","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Brigham and Women's Hospital","keywords":"Medicine; Underrepresented Minority; Patient care; Family medicine; Intensive care medicine; Nursing; Medical education","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05607058,0.0004648921,0.002362761,0.008002608,0.0009671805,0.004094341,0.00140942,0.001675248,0.001649208],"category_scores_gemma":[0.1968809,0.0004560028,0.002923603,0.01219655,0.00128358,0.003482101,0.002111845,0.001326848,0.0001385712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004467661,"about_ca_system_score_gemma":0.0182127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008874878,"about_ca_topic_score_gemma":0.01801189,"domain_scores_codex":[0.9261561,0.04666783,0.0169818,0.002213593,0.007193246,0.0007874499],"domain_scores_gemma":[0.8013294,0.1505788,0.03243194,0.002458198,0.0119756,0.001226083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007027652,0.0002950665,0.07406433,0.5195316,0.007831741,0.0002670961,0.009967849,0.0003442818,0.0002247391,0.002532721,0.004984953,0.3792529],"study_design_scores_gemma":[0.0005048082,0.001254774,0.1120749,0.8348085,0.01075602,0.0005547418,0.01316852,0.0002680571,0.0004161541,0.001450051,0.02462108,0.0001222977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07334141,0.9118062,0.0009384608,0.005965283,0.0003686745,0.001500051,0.002187016,0.00001787743,0.003875115],"genre_scores_gemma":[0.4196311,0.5620046,0.007127789,0.00507793,0.0002571456,0.004276317,0.001432783,0.00001059441,0.000181743],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05607058,"threshold_uncertainty_score":0.2965331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3679368266732573,"score_gpt":0.5313318277944694,"score_spread":0.1633950011212121,"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."}}