{"id":"W4318003476","doi":"10.1097/prs.0000000000009830","title":"Breast Reconstruction Decision Aids Decrease Decisional Conflict and Improve Decisional Satisfaction: A Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Calgary","funders":"","keywords":"Decision aids; Regret; Medicine; Randomized controlled trial; Patient satisfaction; Decision quality; Physical therapy; Breast reconstruction; Family medicine; Nursing; Breast cancer; Surgery; Internal medicine; Alternative medicine","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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004828821,0.0006286881,0.003076418,0.00121492,0.003719029,0.00006325472,0.0003636581,0.0003654765,0.008247721],"category_scores_gemma":[0.03437422,0.0005483556,0.0008516699,0.0007073379,0.0008279614,0.0005781013,0.0007489026,0.002034859,0.00009994489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009586512,"about_ca_system_score_gemma":0.003649069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005155026,"about_ca_topic_score_gemma":0.00008579502,"domain_scores_codex":[0.9845695,0.007924557,0.003921248,0.001162517,0.001510243,0.0009119306],"domain_scores_gemma":[0.8259251,0.1692772,0.002198217,0.0008378601,0.001014787,0.0007468311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7984841,0.0001102353,0.02777362,0.00004188506,0.0003299071,0.00001161654,0.0005557008,0.00003841231,0.00002650003,0.001321431,0.0006577962,0.1706488],"study_design_scores_gemma":[0.9595799,0.0003030655,0.01131442,0.0005474368,0.0003352857,0.001558651,0.00768773,0.00438396,0.000003588156,0.01253047,0.0009801964,0.0007753281],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644154,0.00195642,0.002041856,0.0002622225,0.02167903,0.008078953,0.0007366625,0.0002007299,0.0006287353],"genre_scores_gemma":[0.9819214,0.0004009035,0.006824701,0.0003623908,0.000677292,0.009470341,0.0001307468,0.00008302629,0.0001291694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1698734,"threshold_uncertainty_score":0.9996968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06606607806083852,"score_gpt":0.3443542351599946,"score_spread":0.2782881570991561,"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."}}