{"id":"W2792221864","doi":"10.1007/978-3-662-55451-7_7","title":"Superomedial Pedicle Vertical Breast Reduction","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Banff Centre","funders":"","keywords":"Inframammary fold; Breast reduction; Medicine; Reduction (mathematics); Surgery; Mammaplasty; Mathematics","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":[0.0001080686,0.0004098197,0.0002184623,0.0004804195,0.0003071173,0.0005529723,0.0003772491,0.0004323917,0.0573403],"category_scores_gemma":[0.0002463923,0.0001324879,0.000215942,0.0003428189,0.0003249844,0.0007304331,0.0007460315,0.0015572,0.008601438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002834566,"about_ca_system_score_gemma":0.0004320856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004307515,"about_ca_topic_score_gemma":0.00227277,"domain_scores_codex":[0.9999321,0.000005492114,0.000002318601,0.00001086874,0.00004193623,0.000007398416],"domain_scores_gemma":[0.9999632,0.00001646265,0.000002207445,0.000004035523,0.000007052429,0.00000703799],"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":[0.00001809778,0.00002800445,0.0001015985,0.0002588661,0.000004705048,0.0003784315,0.000103854,0.0007972003,0.002235041,0.05156984,0.1336877,0.8108167],"study_design_scores_gemma":[0.000003236926,0.00001603003,0.0004064853,0.000204366,0.000003217107,0.004244637,0.00003741897,0.0003642725,0.0006982692,0.01491695,0.9790978,0.000007252989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003548209,0.03161731,0.03668472,0.002522247,0.005027816,0.00004062479,0.0002762316,0.0005061374,0.9197767],"genre_scores_gemma":[0.02238954,0.02756978,0.02179145,0.001741706,0.001497022,0.00004493711,0.0003714003,0.0002588602,0.9243353],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0573403,"threshold_uncertainty_score":0.1918224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794432184804329,"score_gpt":0.2382961574623417,"score_spread":0.2203518356142984,"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."}}