{"id":"W4403628371","doi":"10.1016/j.jclinepi.2024.111576","title":"Paper 5: a methodological overview of methods and interventions","year":2024,"lang":"en","type":"review","venue":"Journal of Clinical Epidemiology","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Bruyère; University of Ottawa","funders":"Kaiser Permanente; Robert Wood Johnson Foundation","keywords":"Psychological intervention; Health equity; Equity (law); Systematic review; Medicine; Actuarial science; MEDLINE; Psychology; Management science; Public health; Economics; Political science; Nursing","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","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.1909378,0.0002979377,0.01196589,0.0002051961,0.00010052,0.00001293482,0.0007177644,0.001465648,0.0004860106],"category_scores_gemma":[0.3939958,0.0001641449,0.006646068,0.0004345167,0.001185752,0.0001136871,0.000274412,0.003072042,0.00001822543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009379355,"about_ca_system_score_gemma":0.001082371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001243575,"about_ca_topic_score_gemma":0.00009447587,"domain_scores_codex":[0.8727267,0.1139517,0.01226802,0.0004140832,0.000224397,0.000415079],"domain_scores_gemma":[0.7652714,0.2241711,0.009168426,0.0003088988,0.0005257137,0.0005544561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001034191,0.00003826125,0.00005690174,0.01657336,0.0003354139,0.00001267625,0.0001093108,1.188518e-7,1.490846e-8,0.05692962,0.00493843,0.9209955],"study_design_scores_gemma":[0.00008000639,0.0004435921,0.000169094,0.02469693,0.002191741,0.0001103287,0.0001291053,9.550738e-7,2.941177e-9,0.04723041,0.9248226,0.0001252395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004200873,0.9885216,0.0009120413,0.004318736,0.005004358,0.0003261811,0.00001685956,0.00001439585,0.0008815698],"genre_scores_gemma":[0.000001775858,0.8874213,0.1098841,0.0006384922,0.001811083,0.000009902926,0.000002201208,0.00001539471,0.0002157662],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9208703,"threshold_uncertainty_score":0.9998307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9480157533957708,"score_gpt":0.7945174226915437,"score_spread":0.1534983307042271,"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."}}