{"id":"W2620686093","doi":"10.1177/229255030000800602","title":"Breast Reduction and Appearance","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Breast reduction; Reduction (mathematics); Dermatology; Surgery; Mammaplasty","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002699416,0.0000459105,0.0001473785,0.0001820042,0.00005217576,0.00001265795,0.00001569963,0.00007861891,0.0004902164],"category_scores_gemma":[0.00007639344,0.00003610632,0.00005871235,0.0001193124,0.0002726786,0.00004955409,6.763242e-7,0.0001756753,0.000008382286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003875995,"about_ca_system_score_gemma":0.0008998192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004377005,"about_ca_topic_score_gemma":0.0001920723,"domain_scores_codex":[0.9994861,0.00001721057,0.0001983593,0.00005371497,0.0001225134,0.000122113],"domain_scores_gemma":[0.9991357,0.0001077234,0.00005696544,0.0000411753,0.00008039822,0.0005779826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002701362,0.00003148257,0.0292063,0.0001391074,0.0001241309,0.0006013112,0.0003383245,0.00005411106,0.0005133207,0.000273892,0.01270962,0.9557382],"study_design_scores_gemma":[0.0005291647,0.00007873403,0.9448411,0.001159328,0.0001009347,0.03188631,0.00009773653,0.0002925206,0.00004062037,0.0005371824,0.02031635,0.0001200142],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940933,0.001240928,0.00007326025,0.003392457,0.0009198212,0.00002172427,0.000004271115,0.000002656791,0.0002515659],"genre_scores_gemma":[0.9991407,0.0001255849,0.00002944096,0.00005586148,0.0004493091,1.650889e-7,0.000001842941,0.000005444491,0.0001916888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9556183,"threshold_uncertainty_score":0.5367526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418549303643162,"score_gpt":0.2199210109755332,"score_spread":0.2057355179391016,"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."}}