{"id":"W4239059375","doi":"10.1097/prs.0b013e318249cced","title":"Aesthetic Breast Surgery","year":2012,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast reduction; Mastopexy; Medicine; Reconstructive surgery; Breast surgery; Liposuction; Plastic surgery; General surgery; Surgery; Breast cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007885383,0.0003428656,0.0009076365,0.000575986,0.00007804124,0.00003318721,0.00006874311,0.0001114712,0.0008051831],"category_scores_gemma":[0.002860479,0.0002966912,0.0003387959,0.0004846638,0.0006168761,0.0005472419,0.00004933379,0.0003514344,0.000736822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517238,"about_ca_system_score_gemma":0.0003299711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001583355,"about_ca_topic_score_gemma":5.936608e-7,"domain_scores_codex":[0.9975399,0.00008429661,0.0006188466,0.0003667767,0.0004926532,0.000897513],"domain_scores_gemma":[0.994726,0.003790522,0.0002119974,0.0004070931,0.0002059767,0.0006583845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001499452,0.0002096914,0.8443771,0.0001030849,0.00006724802,0.0001013676,0.00007269361,3.917893e-7,0.0001572355,0.0001228757,0.01130423,0.1433341],"study_design_scores_gemma":[0.0005994,0.00004209224,0.9405013,0.001285961,0.0003208437,0.0478962,0.0004310647,0.00006400199,0.0006453235,0.0002623806,0.007312193,0.0006392794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785464,0.0006946041,0.0004244083,0.0004847702,0.005307463,0.0002012569,0.00003762381,0.0002471143,0.01405632],"genre_scores_gemma":[0.9977419,0.00003810862,0.0005538067,0.000362732,0.0007935438,0.00002885845,0.0000587154,0.00006942834,0.0003528772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1426948,"threshold_uncertainty_score":0.9999485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331922713405597,"score_gpt":0.2503809068702335,"score_spread":0.2270616797361775,"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."}}