{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008525891,0.000637478,0.003558723,0.0005559442,0.0002380978,0.00005494532,0.000183707,0.0005743959,0.0002146598],"category_scores_gemma":[0.00004074514,0.0005124995,0.001128337,0.001155993,0.0001609244,0.000129977,0.00008844781,0.001106982,0.0005442561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002958848,"about_ca_system_score_gemma":0.00144564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004958635,"about_ca_topic_score_gemma":0.00001409816,"domain_scores_codex":[0.9962674,0.0002150777,0.001676094,0.000763689,0.0004241045,0.0006536169],"domain_scores_gemma":[0.9979075,0.0001719357,0.0007427335,0.0006223546,0.0001853034,0.0003701402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004880638,0.000008099557,0.000004724072,0.2895578,0.0001768571,0.00006705573,0.000006328711,7.136301e-8,7.738254e-8,0.00001014508,0.0002040177,0.7099599],"study_design_scores_gemma":[0.0001673488,0.00001936739,8.728356e-7,0.6009036,0.001786084,0.3769042,0.0000151162,0.000003248156,1.552908e-7,0.00001618384,0.01990595,0.0002778469],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001232017,0.9928384,0.0000222543,0.0002210904,0.002979824,0.002905529,0.0001107657,0.0004572951,0.0004524972],"genre_scores_gemma":[7.47925e-7,0.9961694,0.0005012375,0.0000764144,0.002171088,0.0001515685,0.0003320278,0.0001583909,0.0004390726],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7096821,"threshold_uncertainty_score":0.9997327,"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."}}