{"id":"W2904450011","doi":"10.3747/co.25.4036","title":"Patient-Reported Outcome Measurement Compared with Professional Judgment of Cosmetic Results after Breast-Conserving Therapy","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cosmesis; Intraclass correlation; Logistic regression; Rating scale; Outcome (game theory); Surgery; Patient-reported outcome; Physical therapy; Quality of life (healthcare); Internal medicine; Clinical psychology; Nursing; Psychology; Psychometrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003560314,0.0001717203,0.0004525356,0.0001355622,0.00006204043,0.000004220384,0.0000561944,0.0000965494,0.0001610191],"category_scores_gemma":[0.00001902231,0.0001091545,0.0000711505,0.0001444139,0.0002794113,0.0000386621,0.000037913,0.0002058476,0.00001540098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002069294,"about_ca_system_score_gemma":0.0003941127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002048514,"about_ca_topic_score_gemma":0.00005585124,"domain_scores_codex":[0.9982035,0.0001252934,0.000683628,0.0002786439,0.0004553739,0.0002535303],"domain_scores_gemma":[0.9984591,0.00004103789,0.0004214221,0.0002528385,0.0006939677,0.0001316467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01728236,0.00171764,0.5295987,0.0001230082,0.0002716817,0.00003693381,0.000946713,4.731799e-7,0.001501993,0.000009782001,0.001596738,0.4469139],"study_design_scores_gemma":[0.0139427,0.002926995,0.9531409,0.0009449284,0.0002411239,0.01531696,0.0004513556,0.0001114167,0.002280728,0.00003542194,0.01036222,0.0002452586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947634,0.0003313311,0.00006427878,0.000889899,0.002678391,0.0007062906,0.00003192483,0.00003781237,0.0004966525],"genre_scores_gemma":[0.9990894,0.00001074633,0.0004162833,0.00008162938,0.0002437992,0.00006942111,0.00004079595,0.00001321361,0.00003476223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4466687,"threshold_uncertainty_score":0.4451192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1587182792992989,"score_gpt":0.3785222828739638,"score_spread":0.219804003574665,"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."}}