{"id":"W4252194942","doi":"10.1016/j.cps.2017.09.001","title":"Preface","year":2017,"lang":"en","type":"editorial","venue":"Clinics in Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Breast reconstruction; Medicine; Breast cancer; Feeling; Breast surgery; Breast augmentation; General surgery; Medical physics; Surgery; Cancer; Psychology; 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":[0.005708627,0.002492446,0.002184239,0.005687703,0.003304185,0.006871284,0.001879817,0.008477501,0.06911461],"category_scores_gemma":[0.03739997,0.0007026812,0.001763399,0.002049811,0.001775143,0.003792946,0.003078365,0.01488847,0.04613328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003500472,"about_ca_system_score_gemma":0.003905888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002305793,"about_ca_topic_score_gemma":0.005518297,"domain_scores_codex":[0.9959825,0.0009233094,0.0005318726,0.0004784022,0.001747189,0.0003365789],"domain_scores_gemma":[0.9782692,0.007610695,0.001689037,0.0008175333,0.00895653,0.002657131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008976343,0.000003664569,0.000009797007,0.00009713922,0.000002780993,0.00004777041,0.000008742138,0.000007941784,0.00001605193,0.0002079387,0.9959621,0.003627077],"study_design_scores_gemma":[0.0000148602,0.000006154464,0.00006878459,0.0003841697,0.000008950474,0.0001104578,0.00002352144,0.00001937435,0.00002818526,0.0006152141,0.9987135,0.000006754265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001793322,0.005781814,0.00009268338,0.02841231,0.9613975,0.00002321785,0.00006291945,0.00003514917,0.004176319],"genre_scores_gemma":[0.0003682325,0.005593409,0.0001412031,0.04234447,0.9164643,0.00006930896,0.00010655,0.00009212557,0.03482036],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06911461,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03139110974047322,"score_gpt":0.3416138960464513,"score_spread":0.310222786305978,"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."}}