{"id":"W1982150082","doi":"10.1097/sap.0000000000000190","title":"How Does Volume of Resection Relate to Symptom Relief for Reduction Mammaplasty Patients?","year":2014,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Banff Centre","funders":"","keywords":"Medicine; Mammaplasty; Breast reduction; Surgery; Breast cancer; Breast surgery; Resection; Statistical significance; Percentile; Plastic surgery; Reduction (mathematics); Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007405741,0.0001395945,0.0002699364,0.0005116016,0.0001629653,0.000514724,0.000261021,0.000339944,0.002673625],"category_scores_gemma":[0.009677882,0.00007733481,0.0005235641,0.0007027398,0.0003570938,0.0004497214,0.0002978136,0.0003610942,0.0002323771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001783624,"about_ca_system_score_gemma":0.0001738036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004920177,"about_ca_topic_score_gemma":0.0006468688,"domain_scores_codex":[0.9993895,0.0002221085,0.00008532364,0.00008505667,0.0001470194,0.00007100803],"domain_scores_gemma":[0.9920745,0.003483259,0.003534806,0.0001184058,0.000261491,0.0005275305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002947161,0.00003255697,0.9935214,0.00003309753,0.0000627922,0.0000666152,0.0001127878,0.00008553554,0.0001330999,0.00001537916,0.00008371148,0.005558356],"study_design_scores_gemma":[0.000007512358,0.000394055,0.9982741,0.00001257715,0.00004083773,0.0004750414,0.0003572213,0.000170311,0.00004784055,0.00003611266,0.000179612,0.000004793877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978541,0.0008933779,0.0001451454,0.0001946637,0.00001417094,0.000008480317,0.0001104009,0.000004312979,0.0007755165],"genre_scores_gemma":[0.9997117,0.0001065901,0.00005128035,0.00001708948,0.00001278073,0.00000304309,0.00006101697,0.000001026226,0.00003556303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002673625,"threshold_uncertainty_score":0.008944154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575129555280305,"score_gpt":0.2575740784453906,"score_spread":0.2318227828925875,"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."}}