{"id":"W4407747386","doi":"10.1177/0272989x251318640","title":"The Effect of Patient Decision Aid Attributes on Patient Outcomes: A Network Meta-Analysis of a Systematic Review","year":2025,"lang":"en","type":"review","venue":"Medical Decision Making","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Medicine; Decision aids; Meta-analysis; Randomized controlled trial; Decision quality; Feeling; Confidence interval; Psychology; Patient satisfaction; Alternative medicine; Social psychology; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00987509,0.0009901911,0.01882752,0.0009700341,0.001084764,0.0000205394,0.003052948,0.001029812,0.000677002],"category_scores_gemma":[0.1251701,0.0004465968,0.007531892,0.005028274,0.0001735671,0.00005525728,0.002159007,0.002443833,0.0001041174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005864759,"about_ca_system_score_gemma":0.001159915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003393727,"about_ca_topic_score_gemma":0.00008454354,"domain_scores_codex":[0.9579199,0.02304765,0.01218321,0.0009365471,0.005025093,0.0008875987],"domain_scores_gemma":[0.7583855,0.2273336,0.008170522,0.004996804,0.0008075088,0.0003060908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006663185,0.00005290173,0.00007795154,0.6218799,0.02445864,0.000005894323,0.0001386741,0.00003287069,3.102252e-10,0.0002011381,0.004079682,0.3490056],"study_design_scores_gemma":[0.0002233089,0.0004028243,0.000003340832,0.6885128,0.2028665,0.000001133385,0.00006874442,0.0001183057,1.912362e-8,0.0001441226,0.1074354,0.0002235265],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000548682,0.9826981,0.001027339,0.0003886996,0.00129598,0.01413161,0.0002386024,0.00005581324,0.0001583531],"genre_scores_gemma":[0.0001965438,0.9897283,0.001129287,0.001898752,0.00002835741,0.006782771,0.0001308934,0.00006453742,0.00004054965],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3487821,"threshold_uncertainty_score":0.9998575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3426469521862825,"score_gpt":0.5351406734317351,"score_spread":0.1924937212454526,"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."}}