{"id":"W4409251514","doi":"10.1055/a-2577-2805","title":"When Reductive Rhinoplasty Goes Wrong and How to Make it Right","year":2025,"lang":"en","type":"article","venue":"Facial Plastic Surgery","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Interface Biologics (Canada); University of Toronto","funders":"","keywords":"Medicine; Rhinoplasty; Deformity; Nose; Dorsum; Reduction (mathematics); Surgery; Resection; Anatomy","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":[0.0042578,0.0007342471,0.0009468028,0.001191245,0.00282536,0.00436349,0.0009412863,0.005327807,0.005157901],"category_scores_gemma":[0.01676999,0.0003145417,0.0008577609,0.0004060715,0.004497681,0.007146892,0.001754832,0.008886374,0.004547187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009186959,"about_ca_system_score_gemma":0.003191815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001898346,"about_ca_topic_score_gemma":0.004780959,"domain_scores_codex":[0.9972378,0.0007509035,0.0003819464,0.0002735543,0.001033704,0.0003220434],"domain_scores_gemma":[0.9947543,0.001917475,0.000764454,0.0004553962,0.001035611,0.00107267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0003424753,0.000395272,0.03359166,0.001187488,0.0002689672,0.02889482,0.003007697,0.0004330737,0.006174626,0.01245309,0.210729,0.7025219],"study_design_scores_gemma":[0.0001293215,0.0007016229,0.02881543,0.007644866,0.00031717,0.1575529,0.03484736,0.001035844,0.006746769,0.0987626,0.6628535,0.0005925343],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05646479,0.1341052,0.02654494,0.6810347,0.04715136,0.0001948986,0.0002473539,0.001610758,0.05264602],"genre_scores_gemma":[0.4154362,0.1831954,0.08607296,0.2262758,0.04362988,0.0002669893,0.0005611173,0.001323903,0.04323782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005327807,"threshold_uncertainty_score":0.02251768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839963545543451,"score_gpt":0.2531284553650164,"score_spread":0.2347288199095819,"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."}}