{"id":"W2078754831","doi":"10.1177/1090820x13510930","title":"Commentary on: Nipple Areola Reconstructing Reduction Mammaplasty","year":2013,"lang":"en","type":"letter","venue":"Aesthetic Surgery Journal","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Mammaplasty; Areola; Reduction (mathematics); Breast reduction; Surgery","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":[0.001120708,0.0008125884,0.0009505257,0.0006761266,0.001999822,0.001402569,0.002055528,0.02664127,0.006293706],"category_scores_gemma":[0.01110437,0.0005078984,0.0008497536,0.0006526955,0.001639147,0.002483845,0.0006620353,0.02062159,0.004787729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002840776,"about_ca_system_score_gemma":0.001865972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005012985,"about_ca_topic_score_gemma":0.006025974,"domain_scores_codex":[0.9987129,0.0003272124,0.0001630075,0.0002162,0.0004184141,0.0001623935],"domain_scores_gemma":[0.997421,0.00133566,0.0001971371,0.00007413616,0.0006560697,0.0003158899],"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":[0.00008161163,0.00002629386,0.0006469395,0.00006031021,0.00000963211,0.004952206,0.00009843603,0.00005158503,0.000130166,0.0008507745,0.9884045,0.004687492],"study_design_scores_gemma":[0.0002622586,0.0001770188,0.00320277,0.0005609802,0.00006511717,0.02224804,0.0009375084,0.001083855,0.0007377057,0.006436145,0.9641609,0.0001276492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009790217,0.001224086,0.0001084761,0.960231,0.03389301,0.00002865816,0.00008237725,0.00005456489,0.003398707],"genre_scores_gemma":[0.01058699,0.001208559,0.000232732,0.9194908,0.06189934,0.00005496784,0.00005819587,0.00003290532,0.00643558],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02664127,"threshold_uncertainty_score":0.02105457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496882852986656,"score_gpt":0.2355148832215431,"score_spread":0.2105460546916765,"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."}}