{"id":"W2408985828","doi":"10.1097/01.prs.0000479932.11170.8f","title":"Quality of Life and Patient-Reported Outcomes in Breast Cancer Survivors","year":2016,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Cancer Institute","keywords":"DIEP flap; Medicine; Breast reconstruction; Rectus abdominis muscle; Surgery; Abdomen; Breast cancer; Seroma; Abdominal wall; Fat necrosis; Free flap; Cancer; Complication; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0005953496,0.0002760705,0.001278228,0.0005234128,0.0000363215,0.000007313623,0.0000447907,0.0001559404,0.0003343256],"category_scores_gemma":[0.002598143,0.0001876475,0.0002992765,0.0002948656,0.0006713056,0.0002289491,0.00005141729,0.0001589322,0.000002840239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009876515,"about_ca_system_score_gemma":0.000395712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009518987,"about_ca_topic_score_gemma":0.0001991068,"domain_scores_codex":[0.9975397,0.0002350085,0.001131425,0.0004829431,0.000262525,0.000348425],"domain_scores_gemma":[0.9942628,0.004405377,0.0005367227,0.0003004646,0.000290699,0.0002039545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004663934,0.00008985547,0.8352327,0.00009006994,0.0003296847,0.00001903981,0.00004641197,9.049666e-8,0.01187685,0.00007685545,0.00003406629,0.151738],"study_design_scores_gemma":[0.0007574933,0.00002246039,0.9897214,0.000458829,0.00003993596,0.0003283262,0.0002163996,0.000001175081,0.00782271,0.0003398219,0.00005054696,0.0002409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977074,0.0002786261,0.0002499151,0.0002314518,0.0007172871,0.0002969508,0.0002114338,0.00006703855,0.0002398727],"genre_scores_gemma":[0.9990806,0.0004013762,0.0003291548,0.00006056122,0.00002629233,0.00005242389,0.000004090738,0.0000254581,0.00002005198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1544887,"threshold_uncertainty_score":0.7652042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314564405848888,"score_gpt":0.274876971752569,"score_spread":0.2517313276940801,"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."}}