{"id":"W2754147481","doi":"10.1016/j.cps.2017.08.003","title":"Indications and Controversies for Implant-Only Based Breast Reconstruction","year":2017,"lang":"en","type":"review","venue":"Clinics in Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Breast reconstruction; Implant; Breast implant; Mammaplasty; 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":[0.002219158,0.0006503279,0.001615981,0.003449558,0.000411801,0.002183776,0.001048147,0.001640032,0.005023845],"category_scores_gemma":[0.005103361,0.0003512329,0.001013951,0.003483736,0.001517735,0.002529803,0.0009699598,0.002592251,0.0007349318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008045266,"about_ca_system_score_gemma":0.002260299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050287,"about_ca_topic_score_gemma":0.002611782,"domain_scores_codex":[0.9990675,0.0001760544,0.0003121647,0.0001485673,0.0002447497,0.00005099978],"domain_scores_gemma":[0.9966561,0.002523797,0.0004484427,0.00004239954,0.0002628381,0.00006655007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001728813,0.00003605499,0.0008319055,0.0528551,0.0002427295,0.0003611586,0.0002025589,0.000240535,0.0005320809,0.006705712,0.02198312,0.9158362],"study_design_scores_gemma":[0.00008896214,0.0001208664,0.002909034,0.06504013,0.001310267,0.004760409,0.0005811288,0.000159448,0.0003432262,0.006128003,0.9184926,0.00006595413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008020423,0.9987808,0.0000429044,0.0005419057,0.0001402055,0.000001545919,0.00001373568,0.000001966638,0.0003967349],"genre_scores_gemma":[0.001471953,0.9969445,0.0002315444,0.0008406365,0.0003671098,0.000004591081,0.00002523202,0.000002169978,0.000112178],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005023845,"threshold_uncertainty_score":0.01680642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088738291156034,"score_gpt":0.3772395157229835,"score_spread":0.2683656866073801,"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."}}