{"id":"W2791937332","doi":"10.1097/prs.0000000000004060","title":"Postbariatric Brachioplasty with Posteromedial Scar: Physical Model, Technical Refinements, and Clinical Outcomes","year":2018,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Liposuction; Scars; Wound dehiscence; Surgery; Displacement (psychology); Plastic surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009516549,0.0005420925,0.0003032133,0.000457833,0.0002536512,0.000439284,0.0002687745,0.0002968283,0.003081415],"category_scores_gemma":[0.00186606,0.0002017915,0.0005195041,0.0002664421,0.0004128518,0.0004509208,0.0004808258,0.0003658574,0.0004233011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000314441,"about_ca_system_score_gemma":0.0002435083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002581284,"about_ca_topic_score_gemma":0.0004293502,"domain_scores_codex":[0.9994654,0.0001152046,0.00005291521,0.00005187645,0.0002414496,0.00007317308],"domain_scores_gemma":[0.9983916,0.000380437,0.0006906654,0.0001856725,0.0001341462,0.0002174694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005239183,0.005931546,0.848675,0.0003531316,0.0002004548,0.003340197,0.0007297923,0.003035237,0.03084207,0.0001229672,0.0004056819,0.1011248],"study_design_scores_gemma":[0.0002572922,0.03757492,0.9297463,0.0001068408,0.0001970524,0.01734134,0.0008894292,0.004940103,0.007641285,0.0001118777,0.001135065,0.00005846603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991981,0.000119884,0.0003846381,0.00001071649,0.000005063763,0.00001771967,0.00001884291,0.000005985778,0.0002390372],"genre_scores_gemma":[0.9991782,0.0001053295,0.0004557964,0.00001002107,0.00000551853,0.00001753223,0.00007593441,0.000002672626,0.0001490444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003081415,"threshold_uncertainty_score":0.01030833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179983344741791,"score_gpt":0.283972706465555,"score_spread":0.2621728730181371,"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."}}