{"id":"W4220832855","doi":"10.1093/asjof/ojac019","title":"A Simplified Approach to Breast Reduction Using the Medial Pedicle","year":2022,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Medicine; Breast reduction; Reduction (mathematics); Mammaplasty; 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":[0.000597791,0.0006628961,0.000216256,0.001056603,0.0002723937,0.0004791755,0.0007132204,0.0003538752,0.005099329],"category_scores_gemma":[0.000846794,0.0002504863,0.0006624578,0.000456013,0.0004159279,0.0005593656,0.001091396,0.0008963984,0.00114527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010151,"about_ca_system_score_gemma":0.0005250216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000287327,"about_ca_topic_score_gemma":0.0008316839,"domain_scores_codex":[0.9995286,0.00009464699,0.00005334327,0.00009285371,0.0001775997,0.00005282593],"domain_scores_gemma":[0.9996924,0.00006387727,0.00009994397,0.00005952948,0.00003295413,0.00005116281],"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":[0.0009079938,0.0005686634,0.01489796,0.001048245,0.000180357,0.007313432,0.0004511937,0.004677638,0.1295364,0.004460225,0.004471349,0.8314866],"study_design_scores_gemma":[0.0009620877,0.01399338,0.09963039,0.0007927268,0.0005451599,0.5814945,0.0004450802,0.01693668,0.05286634,0.006864871,0.2251375,0.0003313358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4952652,0.006021858,0.4687263,0.00109534,0.0006392316,0.000676971,0.0004106427,0.001864684,0.0252998],"genre_scores_gemma":[0.5814797,0.002106349,0.4089301,0.0006001752,0.0003829895,0.0002380919,0.000312195,0.0001244457,0.00582605],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005099329,"threshold_uncertainty_score":0.01705897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05221478701053821,"score_gpt":0.2916528743776935,"score_spread":0.2394380873671553,"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."}}