{"id":"W2754389661","doi":"10.1016/j.bjps.2017.08.027","title":"Development and testing of a decision aid for women considering delayed breast reconstruction","year":2017,"lang":"en","type":"article","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Decision aids; Breast cancer; Gold standard (test); Test (biology); Gynecology; Mastectomy; Surgery; Cancer; Internal medicine; Alternative medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007532397,0.0006104503,0.0004216832,0.001084271,0.0007615239,0.00156348,0.00128377,0.001143859,0.005962442],"category_scores_gemma":[0.03091491,0.0002743309,0.0004556176,0.000424213,0.0004292774,0.001179104,0.0009791044,0.0007947451,0.001482257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008564791,"about_ca_system_score_gemma":0.002906771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001930825,"about_ca_topic_score_gemma":0.002340776,"domain_scores_codex":[0.9952475,0.002773458,0.0005559854,0.0002874526,0.0008362544,0.0002992891],"domain_scores_gemma":[0.9808899,0.01289892,0.0007188213,0.0006893396,0.00388568,0.0009173734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.00439619,0.009452956,0.3303963,0.0008538035,0.000113886,0.007030484,0.009888981,0.002768015,0.01237235,0.002515552,0.02330585,0.5969057],"study_design_scores_gemma":[0.0032003,0.03892807,0.3148865,0.004989371,0.001417443,0.02920362,0.05461998,0.1278341,0.1252993,0.012101,0.2869567,0.0005636014],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258354,0.0009432511,0.03099293,0.009762123,0.0008194037,0.006456256,0.001404625,0.001225461,0.02256045],"genre_scores_gemma":[0.7648241,0.0007120155,0.2197848,0.001833208,0.0001211377,0.002709446,0.0009988331,0.0000998596,0.008916518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007532397,"threshold_uncertainty_score":0.03983563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1748357850353648,"score_gpt":0.3678631995278145,"score_spread":0.1930274144924497,"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."}}