{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003997911,0.0004214542,0.0004850187,0.00082113,0.0006490549,0.0007167202,0.0006320665,0.001108713,0.004754965],"category_scores_gemma":[0.001047528,0.0001901414,0.0005368228,0.0003765244,0.0007718083,0.0008799214,0.0007157749,0.001587254,0.001051084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302868,"about_ca_system_score_gemma":0.0002763515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003121592,"about_ca_topic_score_gemma":0.0008780977,"domain_scores_codex":[0.9998067,0.00002302695,0.00002051291,0.00003005969,0.00005514389,0.00006460557],"domain_scores_gemma":[0.9996741,0.0001320705,0.00003990446,0.00007663311,0.00001839777,0.00005890071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001024173,0.0004119333,0.01211903,0.0006030207,0.000113644,0.1079342,0.0006484942,0.001736341,0.2046508,0.008429256,0.006082017,0.6562471],"study_design_scores_gemma":[0.0002284084,0.001517605,0.02520822,0.0002569304,0.0002619395,0.7786244,0.0006524522,0.003628011,0.06734118,0.00775273,0.1144625,0.00006562084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8840176,0.02186103,0.03548979,0.006985889,0.002606883,0.0001224192,0.0001592402,0.001675041,0.04708217],"genre_scores_gemma":[0.9660663,0.003583174,0.01841226,0.001545429,0.0006189912,0.00003567212,0.00008239484,0.0002193394,0.009436485],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004754965,"threshold_uncertainty_score":0.01590693,"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."}}