{"id":"W4389704966","doi":"10.1016/j.pec.2023.108102","title":"“All about the value?” Decisional needs of breast reconstruction for breast cancer patients in the Chinese context: A mixed-methods study","year":2023,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Waypoint Centre for Mental Health Care","funders":"Fundamental Research Funds for the Central Universities; Beijing University of Chinese Medicine","keywords":"Breast cancer; Context (archaeology); Medicine; Beijing; Family medicine; Qualitative research; Health care; Nursing; China; Psychology; Cancer; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005725912,0.0005360656,0.0007396653,0.001624783,0.002872177,0.001466079,0.0008039174,0.0007300218,0.002168093],"category_scores_gemma":[0.007335847,0.0004752872,0.000921947,0.001724721,0.001273266,0.001719989,0.001634473,0.0008676015,0.000118814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003983153,"about_ca_system_score_gemma":0.006177499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02144374,"about_ca_topic_score_gemma":0.03897064,"domain_scores_codex":[0.9968796,0.001557422,0.000385726,0.0002863683,0.0004207597,0.0004700868],"domain_scores_gemma":[0.9968508,0.0014914,0.0008551956,0.00009713137,0.00038428,0.0003211079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000418734,0.001123871,0.571363,0.001523311,0.0002830703,0.001398823,0.3838507,0.0001424586,0.0007462598,0.001029139,0.001254437,0.03686629],"study_design_scores_gemma":[0.000139069,0.001175745,0.2956678,0.0009677751,0.0002857789,0.0008429472,0.6945454,0.00112148,0.000460187,0.001032122,0.003652052,0.0001097182],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986754,0.0003429985,0.0001148871,0.0003083985,0.000006813319,0.0001603272,0.00008312093,7.747338e-7,0.0003073128],"genre_scores_gemma":[0.9971615,0.0005738724,0.0007310575,0.000566268,0.00001389335,0.0005561273,0.0001059284,0.000001496418,0.0002899516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02144374,"threshold_uncertainty_score":0.04263783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08079137749898545,"score_gpt":0.463502196917059,"score_spread":0.3827108194180736,"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."}}