{"id":"W3173177335","doi":"10.1177/0272989x211020317","title":"A Systematic Review and Meta-Analysis of Patient Decision Aids for Socially Disadvantaged Populations: Update from the International Patient Decision Aid Standards (IPDAS)","year":2021,"lang":"en","type":"review","venue":"Medical Decision Making","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Cancer Institute; National Institute on Aging","keywords":"Decision aids; Disadvantaged; Psychological intervention; Meta-analysis; Psychology; Medicine; Systematic review; MEDLINE; Alternative medicine; Nursing; Political science","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","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006084244,0.0008292424,0.00959153,0.0007027588,0.001363161,0.0000973314,0.002314454,0.0009105123,0.003838312],"category_scores_gemma":[0.08307918,0.0004797926,0.003625479,0.00193718,0.0001657768,0.0002244836,0.002558514,0.001698235,0.00002896431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082829,"about_ca_system_score_gemma":0.002415671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000911302,"about_ca_topic_score_gemma":0.0008663514,"domain_scores_codex":[0.9774867,0.005983048,0.008906434,0.001263275,0.005744993,0.0006154993],"domain_scores_gemma":[0.9330664,0.05512912,0.005861898,0.003009545,0.002539396,0.0003936503],"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":[0.0001139357,0.0001737234,0.0000624189,0.135549,0.03468313,0.00001289849,0.001602615,0.00001416217,1.400943e-8,0.002067178,0.008532909,0.817188],"study_design_scores_gemma":[0.0005226844,0.00009652203,0.000007337119,0.3504462,0.2805596,0.000004875933,0.001274293,0.0004038829,2.281881e-8,0.004608582,0.3616386,0.0004373969],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002473947,0.9423916,0.04104744,0.001116458,0.001497896,0.008681078,0.005158988,0.00005303388,0.00002873432],"genre_scores_gemma":[0.0002137084,0.9337646,0.05531671,0.004737617,0.00009154007,0.00395965,0.001795297,0.0001059236,0.00001499246],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8167506,"threshold_uncertainty_score":0.9999369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3128538356211123,"score_gpt":0.5467821474587048,"score_spread":0.2339283118375925,"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."}}