{"id":"W4240825160","doi":"10.1016/j.bjps.2010.04.043","title":"Redefining gigantomastia","year":2010,"lang":"en","type":"article","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Breast reduction; Mastectomy; Breast tissue; Mammaplasty; Breast cancer; Population; Surgery; Body mass index; Breast reconstruction; Body weight; Internal medicine; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0007516514,0.0002288816,0.0007671311,0.0006450682,0.00009710459,0.00003892259,0.00009264454,0.0002111748,0.0004320712],"category_scores_gemma":[0.0004618315,0.0001745783,0.0005452676,0.000274116,0.0004133775,0.0002255171,0.00001809601,0.001000007,0.00004430194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000467704,"about_ca_system_score_gemma":0.0006666241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004866463,"about_ca_topic_score_gemma":0.000003190255,"domain_scores_codex":[0.9980524,0.00006582537,0.000956382,0.0001984315,0.0003962611,0.0003306829],"domain_scores_gemma":[0.9971043,0.001039922,0.0008676373,0.0001891199,0.0004582828,0.0003406841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00071016,0.00009917946,0.2359227,0.00003230375,0.0001639258,0.0004246045,0.0001005663,0.000003152826,0.004477673,0.0003664256,0.001318023,0.7563813],"study_design_scores_gemma":[0.001049907,0.0001834698,0.09535295,0.0004678445,0.0002737453,0.8985542,0.0003396414,0.00006384843,0.001778307,0.000682539,0.001032523,0.0002209946],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878999,0.00009331501,0.0003956201,0.0002034445,0.009691115,0.00008006603,0.000006834891,0.00002937071,0.001600312],"genre_scores_gemma":[0.9949307,0.00002414985,0.004313716,0.00002251579,0.0006159506,0.000001739931,0.000003062685,0.00002948002,0.00005867884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8981296,"threshold_uncertainty_score":0.7119097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684042270572269,"score_gpt":0.2432758190411629,"score_spread":0.2264353963354402,"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."}}