{"id":"W2562271295","doi":"10.1097/prs.0000000000002855","title":"Evidence-Based Medicine: Autologous Breast Reconstruction","year":2016,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; MEDLINE; Law","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006480386,0.0004702329,0.001017379,0.0009154564,0.000208341,0.00002281594,0.0001124255,0.0003477891,0.003009044],"category_scores_gemma":[0.001816387,0.0002924347,0.000347221,0.0005579874,0.001614263,0.0006180038,0.00003136643,0.0003235246,0.0003153181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003596511,"about_ca_system_score_gemma":0.000845552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004975549,"about_ca_topic_score_gemma":0.00001006563,"domain_scores_codex":[0.9968833,0.0002251451,0.000925556,0.0007915167,0.0004906712,0.000683784],"domain_scores_gemma":[0.9898173,0.008334954,0.0004798342,0.0004449774,0.0004720835,0.000450895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001024345,0.00003612274,0.216622,0.00009355497,0.0001481186,0.00007538043,0.00001696621,7.238024e-7,0.006069207,0.000148224,0.0007082878,0.775057],"study_design_scores_gemma":[0.002725924,0.00027185,0.5048137,0.01222506,0.0005198396,0.4716213,0.0002698212,0.0002176639,0.00517833,0.001183485,0.0001969137,0.0007760463],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817155,0.0003588861,0.004650237,0.002651875,0.008524683,0.0003850253,0.00009125313,0.0004141442,0.001208404],"genre_scores_gemma":[0.9965475,0.0001747511,0.001513293,0.00007713166,0.001326183,0.00004925154,0.00001904974,0.00005256108,0.0002402374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.774281,"threshold_uncertainty_score":0.9999528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03916468485649124,"score_gpt":0.2555498987080078,"score_spread":0.2163852138515165,"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."}}