{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001683203,0.0001397048,0.0003943485,0.0003728447,0.00004202451,0.000009554808,0.00001354313,0.0001308986,0.0002394022],"category_scores_gemma":[0.0001932312,0.0001267536,0.0002221496,0.0002404958,0.00002943958,0.0001614434,0.000005501339,0.0001204856,0.00004400847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007945376,"about_ca_system_score_gemma":0.00020812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001294818,"about_ca_topic_score_gemma":0.000006378278,"domain_scores_codex":[0.9987416,0.00004437762,0.0005314843,0.0002213378,0.0002646659,0.0001965314],"domain_scores_gemma":[0.9977474,0.00155036,0.0003695831,0.0001640615,0.00007917967,0.00008947746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003016676,0.00002408266,0.6118079,0.00007000256,0.00009034856,0.00001411896,0.00001226341,0.00003271564,0.006515628,0.000002815696,0.00008946525,0.381039],"study_design_scores_gemma":[0.001046994,0.0000728438,0.9508889,0.0004688893,0.0002059487,0.03986792,0.0001021132,0.001544067,0.005592559,0.000008927943,0.00003612646,0.0001646699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864821,0.00003013414,0.0003073855,0.00002768534,0.01275499,0.0001843952,0.000027439,0.00007977166,0.0001061318],"genre_scores_gemma":[0.999527,0.000004033578,0.0001590056,0.00000777292,0.0001303602,0.000007158744,0.0001374176,0.00001753138,0.000009722669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3808743,"threshold_uncertainty_score":0.516886,"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."}}