{"id":"W2416365675","doi":"10.1097/gox.0000000000000458","title":"Satisfaction following Unilateral Breast Reconstruction","year":2015,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Breast reconstruction; Patient satisfaction; Abdomen; Surgery; Rectus abdominis muscle; Free flap; Mammaplasty; Cohort; Breast cancer; Internal medicine; 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":[0.001138325,0.0004992457,0.001222028,0.0003086003,0.0002120626,0.0002478904,0.0002216754,0.0002981644,0.0003114128],"category_scores_gemma":[0.000927503,0.0004760687,0.000634501,0.0008334724,0.0003641295,0.001579041,0.0002377988,0.0003758968,0.0001501423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061231,"about_ca_system_score_gemma":0.001262888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008318988,"about_ca_topic_score_gemma":0.00008553956,"domain_scores_codex":[0.9967951,0.0003120044,0.0008705385,0.0008785683,0.0004639758,0.0006797771],"domain_scores_gemma":[0.997482,0.0004681842,0.0003833961,0.0005124137,0.0004873394,0.0006666462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006774136,0.00005064079,0.7098352,0.00002228459,0.0004667493,0.0001448091,0.00002537417,0.000004230818,0.0004600142,0.0005507775,0.0008746414,0.2868879],"study_design_scores_gemma":[0.003386509,0.0002167497,0.9001355,0.001259152,0.000674782,0.07329984,0.001340021,0.0001592893,0.003436656,0.0119529,0.0028034,0.00133522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752632,0.00009652365,0.002733395,0.0001225348,0.005565458,0.001282046,0.0001505227,0.0003151432,0.01447122],"genre_scores_gemma":[0.9870016,0.00003113765,0.01224568,0.0001087144,0.0002383944,0.0001242978,0.00009558394,0.0000456975,0.0001089271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2855527,"threshold_uncertainty_score":0.9997691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03143257836073352,"score_gpt":0.2881945718475792,"score_spread":0.2567619934868457,"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."}}