{"id":"W4319986979","doi":"10.1097/gox.0000000000004587","title":"Adipose Tissue Transfer in Dynamic Definition Liposculpture—PART I. Back: Latissimus Dorsi and Trapezius Muscles","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bausch Health","keywords":"Medicine; Neurovascular bundle; Liposuction; Surgery; Latissimus dorsi muscle; Cadaveric spasm; Body contouring; Weight loss; Obesity; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006183302,0.0003449254,0.000910538,0.000331178,0.0001208966,0.000122493,0.0001331236,0.0002279122,0.0004340615],"category_scores_gemma":[0.0005855033,0.0003282059,0.0001430904,0.0009103233,0.0002397583,0.0003644809,0.00009043017,0.0002836334,0.0002081906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00018334,"about_ca_system_score_gemma":0.0003403536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004261007,"about_ca_topic_score_gemma":0.0009181249,"domain_scores_codex":[0.9976501,0.0001845494,0.0006263985,0.0006602695,0.0002745133,0.0006040979],"domain_scores_gemma":[0.9975603,0.001700666,0.00007762249,0.000259912,0.00008769102,0.0003138579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002214481,0.0003420072,0.5216948,0.0004794966,0.0006247893,0.002136455,0.0004883755,0.00004810777,0.001819692,0.001989122,0.00547077,0.4626919],"study_design_scores_gemma":[0.002704678,0.000161441,0.9839509,0.001759463,0.0002602893,0.0009070504,0.0005537953,0.0007992336,0.0003221706,0.002757644,0.005045538,0.0007778272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892893,0.0003903047,0.0001060982,0.0003349348,0.001457272,0.0006285557,0.0003067025,0.0001191588,0.007367636],"genre_scores_gemma":[0.9985073,0.0003422234,0.0004114009,0.0001243057,0.0001336429,0.00005963352,0.0001979622,0.00003390053,0.0001896374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4622561,"threshold_uncertainty_score":0.999917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03301673456533211,"score_gpt":0.2755521087634936,"score_spread":0.2425353741981615,"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."}}