{"id":"W4386938223","doi":"10.1177/20595131231202100","title":"Postburn breast reconstruction: a scoping review","year":2023,"lang":"en","type":"review","venue":"Scars Burns & Healing","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Breast reconstruction; Scars; Capsular contracture; Mammaplasty; Surgery; Guideline; MEDLINE; Reconstructive Surgeon; Plastic surgery; Breast surgery; Mastectomy; Contracture; General surgery; Breast cancer; Pathology; 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":[0.004699969,0.001191369,0.002885302,0.01260781,0.0008996886,0.002807561,0.001551696,0.00257313,0.007739884],"category_scores_gemma":[0.02186094,0.0007802615,0.003308785,0.01263173,0.0008225757,0.002279042,0.001629111,0.001276473,0.0009235523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002079474,"about_ca_system_score_gemma":0.008685854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004640723,"about_ca_topic_score_gemma":0.007852786,"domain_scores_codex":[0.9966059,0.000938875,0.001397049,0.0002460988,0.0006415933,0.0001705426],"domain_scores_gemma":[0.9798437,0.01486518,0.003017131,0.000295122,0.001778414,0.0002004172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001260076,0.00003937836,0.0007263125,0.7294989,0.0009460861,0.0006482291,0.0006873537,0.0001948208,0.0002822247,0.000907338,0.01094812,0.2549953],"study_design_scores_gemma":[0.00001793107,0.00005804108,0.001263082,0.9264845,0.002580402,0.001010382,0.0004481918,0.0000426542,0.0001357483,0.0003526519,0.0675905,0.00001593379],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003742307,0.9983242,0.00008839736,0.0003022934,0.0001398262,0.00007452263,0.0001168084,0.000005466924,0.0005742586],"genre_scores_gemma":[0.002587676,0.9964619,0.000209853,0.0002820121,0.00007881578,0.0001125203,0.0001298297,0.00000330163,0.0001341106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01260781,"threshold_uncertainty_score":0.02589244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08900052033919047,"score_gpt":0.3903565682883504,"score_spread":0.3013560479491599,"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."}}