{"id":"W4321503583","doi":"10.1097/gox.0000000000004814","title":"BREAST-Q Patient-reported Outcomes in Different Types of Breast Reconstruction after Fat Grafting","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Breast reconstruction; Medicine; Mastectomy; Body mass index; Quality of life (healthcare); Surgery; Breast augmentation; Mammaplasty; Plastic surgery; Patient satisfaction; Breast cancer; Internal medicine; Implant; Cancer","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003061821,0.0004364142,0.001354548,0.0005764036,0.00008783185,0.00006452392,0.0001582229,0.0002364998,0.0003891487],"category_scores_gemma":[0.0002221382,0.0003434855,0.0003211079,0.001153965,0.0003442419,0.0004735869,0.0002381818,0.0002839872,0.00006737942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983623,"about_ca_system_score_gemma":0.0002558823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005312028,"about_ca_topic_score_gemma":0.0002150357,"domain_scores_codex":[0.9968892,0.0001636798,0.001282365,0.000649636,0.00040636,0.0006087197],"domain_scores_gemma":[0.9977279,0.0008138638,0.0006075404,0.0003356306,0.0002703229,0.0002447772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001269452,0.000102588,0.6920086,0.00006612435,0.0003138992,0.0001256441,0.00004621871,0.000006994627,0.0001085973,0.00004746124,0.00005382131,0.3058506],"study_design_scores_gemma":[0.001267823,0.00005399854,0.9011953,0.0008265351,0.0001702315,0.09431257,0.0006469404,0.0001696893,0.000226104,0.0008029561,0.000006119059,0.0003217556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937636,0.00002938568,0.00002921634,0.0001427762,0.003401397,0.0007626859,0.0007235851,0.000119017,0.001028357],"genre_scores_gemma":[0.9992197,0.00001549261,0.0003383596,0.00001437168,0.000124008,0.00008810629,0.0001193631,0.00002990447,0.00005072878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3055288,"threshold_uncertainty_score":0.9999017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032033085187124,"score_gpt":0.2645878771453837,"score_spread":0.2442675462935124,"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."}}