{"id":"W2256558731","doi":"10.1097/ncc.0000000000000320","title":"Attitudes and Decisional Conflict Regarding Breast Reconstruction Among Breast Cancer Patients","year":2016,"lang":"en","type":"article","venue":"Cancer Nursing","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Texas MD Anderson Cancer Center; National Cancer Institute; Rutgers Cancer Institute of New Jersey","keywords":"Breast cancer; Medicine; Mastectomy; Preparedness; Breast reconstruction; Decision aids; Health care; Randomized controlled trial; Health professionals; Family medicine; Patient participation; Cancer; Alternative medicine; Surgery; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001621152,0.0002054122,0.0002869488,0.000144841,0.001176481,0.00002017721,0.0002224755,0.0002079431,0.0005968274],"category_scores_gemma":[0.0001077695,0.0001570085,0.0000492359,0.0001919717,0.0003609185,0.0005622801,0.000109735,0.0003896411,0.00002598012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001569618,"about_ca_system_score_gemma":0.0004213739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104428,"about_ca_topic_score_gemma":0.0003194929,"domain_scores_codex":[0.997682,0.0003975903,0.0006104565,0.0004509813,0.0003191463,0.0005398142],"domain_scores_gemma":[0.9975643,0.0005426069,0.0004473643,0.0004576617,0.0007103733,0.0002776896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001071216,0.00002279147,0.7042732,0.00007497332,0.00001694852,1.816391e-7,0.001690369,0.000001679308,0.0001227387,0.0001058659,0.001114756,0.2924694],"study_design_scores_gemma":[0.001593117,0.00001818199,0.9841819,0.01107497,0.00002446942,0.00001064843,0.001169503,0.00006717677,0.00002454959,0.0002997216,0.001314473,0.0002213119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828313,0.002866673,0.0001203672,0.007469534,0.004387791,0.0007917862,0.0004415126,0.0001357304,0.0009553047],"genre_scores_gemma":[0.9970911,0.001012933,0.0003230175,0.0004037348,0.0004961063,0.0003555583,0.00001167856,0.00004410599,0.0002617351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.292248,"threshold_uncertainty_score":0.9048662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210447604894914,"score_gpt":0.4275847821863838,"score_spread":0.3065400216968925,"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."}}