{"id":"W2334103391","doi":"10.1177/1090820x13514079","title":"Response to \"Limitations of the Horizontal (No Vertical Scar) Breast Reduction\"","year":2014,"lang":"en","type":"letter","venue":"Aesthetic Surgery Journal","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Breast reduction; Horizontal and vertical; Reduction (mathematics); Rendering (computer graphics); Surgery; Mammaplasty; Artificial intelligence; Geodesy; Geometry; Geology","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":[0.001828205,0.0006730607,0.0006631318,0.0005983738,0.001890633,0.001506434,0.001392888,0.01448049,0.005654023],"category_scores_gemma":[0.02107981,0.0004449891,0.0005791426,0.0006102148,0.001572323,0.002006656,0.0006950267,0.01557824,0.003190223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002793072,"about_ca_system_score_gemma":0.00162323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003038182,"about_ca_topic_score_gemma":0.003682753,"domain_scores_codex":[0.9981621,0.0006250828,0.0002503904,0.0002317346,0.0004878085,0.0002428877],"domain_scores_gemma":[0.9945675,0.002556066,0.0006065298,0.0001581942,0.001660292,0.0004513323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001069531,0.0000521413,0.002016919,0.0001215601,0.00001537575,0.01629346,0.0003691101,0.0001295212,0.0003098451,0.001263203,0.9688747,0.01044712],"study_design_scores_gemma":[0.0001938303,0.0003065275,0.006604398,0.001044551,0.00006958219,0.1024479,0.002577465,0.001303009,0.001167772,0.004411721,0.8796913,0.0001818791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004162737,0.001535918,0.0003141923,0.9622821,0.02538579,0.00005276049,0.00008224823,0.00008992407,0.006094437],"genre_scores_gemma":[0.04026846,0.001811124,0.0007445356,0.8989255,0.04778083,0.0001206298,0.00006607205,0.00004857596,0.01023433],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01448049,"threshold_uncertainty_score":0.02026528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347431902921382,"score_gpt":0.2419471200324994,"score_spread":0.2072039297403612,"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."}}