{"id":"W2921961266","doi":"10.1177/2292550319826090","title":"Patient-Reported Satisfaction Following Radiation of Implant-Based Breast Reconstruction","year":2019,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Université de Montréal","funders":"","keywords":"Implant; Patient satisfaction; Breast reconstruction; Breast implant; Medicine; Medical physics; Dentistry; Surgery; Breast 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":[0.002885609,0.0001747707,0.0004560083,0.0005276124,0.000179882,0.0007185305,0.0002966144,0.0003471324,0.003049542],"category_scores_gemma":[0.008920072,0.00008583802,0.0007451554,0.0007038467,0.0003464436,0.0003836422,0.0005714439,0.0003560445,0.0003187936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003159188,"about_ca_system_score_gemma":0.0001963743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004368223,"about_ca_topic_score_gemma":0.0005324264,"domain_scores_codex":[0.9981083,0.0009378786,0.0001868899,0.0001283521,0.0004266169,0.0002119514],"domain_scores_gemma":[0.9933056,0.002423496,0.003142173,0.00017434,0.0005145061,0.0004398689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006441122,0.00008873633,0.9825479,0.00009183277,0.0001628703,0.0001299506,0.0002199232,0.000163949,0.0002871386,0.00002317511,0.0002447763,0.01539552],"study_design_scores_gemma":[0.00001927482,0.001166594,0.9955304,0.00002987625,0.00009192016,0.001305781,0.0005562029,0.000326889,0.0002850661,0.00002954389,0.000648001,0.00001044914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997372,0.0007956073,0.0002050237,0.00009983748,0.00001128068,0.00001664963,0.0003616223,0.000006151757,0.001131763],"genre_scores_gemma":[0.9993585,0.0001407364,0.00008876008,0.00003987592,0.000008498442,0.000009192829,0.0002438795,0.000001663288,0.0001090011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003049542,"threshold_uncertainty_score":0.01526076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127109838998929,"score_gpt":0.2182902813567474,"score_spread":0.2070191829667581,"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."}}