{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008809516,0.0001113122,0.000314812,0.0004244274,0.000248855,0.0005527112,0.0001961652,0.0003161173,0.005490094],"category_scores_gemma":[0.00409108,0.00008168648,0.0005061653,0.0005271804,0.000269675,0.0003259357,0.0005951492,0.000291623,0.000356088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003204052,"about_ca_system_score_gemma":0.0001991115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007395237,"about_ca_topic_score_gemma":0.000954835,"domain_scores_codex":[0.9992548,0.0002518783,0.00008661595,0.00006235394,0.000165293,0.0001790392],"domain_scores_gemma":[0.9975624,0.0007634037,0.00117169,0.00006208997,0.0001705421,0.0002698905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002780955,0.00004890127,0.9835549,0.00003920318,0.00005316318,0.0002444648,0.0001879124,0.00006344773,0.0002044352,0.00002944014,0.000284658,0.01501127],"study_design_scores_gemma":[0.00001240979,0.0004403601,0.9945157,0.00002152818,0.00003689441,0.003274017,0.0007422869,0.0002536087,0.0001688272,0.00003677403,0.0004906459,0.000006862903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985675,0.0003396155,0.0001000682,0.00007120503,0.00000884816,0.000006095529,0.0001856762,0.000003479261,0.0007175683],"genre_scores_gemma":[0.999534,0.00008332571,0.00003938048,0.00003711773,0.000006160037,0.000004807976,0.0001747834,8.488516e-7,0.0001196414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005490094,"threshold_uncertainty_score":0.01836622,"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."}}