{"id":"W4394756716","doi":"10.1016/j.bjps.2024.04.015","title":"Patient factors associated with cancer worry post-breast reconstruction: A cross-sectional study","year":2024,"lang":"en","type":"article","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; McMaster University","funders":"McMaster University; National Cancer Institute; Massachusetts General Hospital; Memorial Sloan-Kettering Cancer Center; Brigham and Women's Hospital","keywords":"Cross-sectional study; Worry; Breast cancer; Medicine; Oncology; Environmental health; Psychology; Internal medicine; Cancer; Psychiatry; Anxiety; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006265214,0.0004296359,0.0009550552,0.001064487,0.0002044292,0.00020529,0.00008713166,0.0002365275,0.0008467294],"category_scores_gemma":[0.0001844731,0.0002881767,0.0006415476,0.0007129583,0.0005324028,0.0005756961,0.00002426039,0.0009587165,0.00001269476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006152117,"about_ca_system_score_gemma":0.001659494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004767179,"about_ca_topic_score_gemma":0.00002872005,"domain_scores_codex":[0.9966378,0.0002178382,0.001408442,0.0004529957,0.0008456212,0.0004372804],"domain_scores_gemma":[0.9959425,0.001374072,0.0008743614,0.000173972,0.001276344,0.000358692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001128343,0.0002792838,0.793058,0.00003565822,0.001095353,0.0004521874,0.0003010796,0.00004327529,0.00004806887,0.000009017584,0.00009540167,0.2034544],"study_design_scores_gemma":[0.0008570288,0.0006239378,0.6667249,0.001303755,0.0004099471,0.3280404,0.001634805,0.00005312265,0.00004818377,0.00004428014,0.0000240787,0.0002356022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871736,0.000422923,0.00007085931,0.00008679923,0.01149662,0.0003498976,0.0001834558,0.00008471192,0.0001310929],"genre_scores_gemma":[0.9992689,0.00002456256,0.00007954101,0.00001232758,0.0004516261,0.00001707932,0.00001908817,0.00005802574,0.00006884812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3275882,"threshold_uncertainty_score":0.999957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525101072492389,"score_gpt":0.2704896826356206,"score_spread":0.2452386719106967,"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."}}