{"id":"W4246952146","doi":"10.1001/archfaci.2011.25","title":"Evolution in Nasal Tip Contouring Techniques: A 10-Year Evaluation and Analysis","year":2011,"lang":"en","type":"article","venue":"Archives of Facial Plastic Surgery","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Contouring; Surgery; Computer graphics (images)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000473819,0.0001089405,0.0004514403,0.0007283637,0.00004108631,0.000003303471,0.00002612488,0.00004247596,0.0001106872],"category_scores_gemma":[0.001741298,0.00009908547,0.000148646,0.0003760904,0.000154614,0.00006990461,0.00003299797,0.00008283211,0.00000306081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000201536,"about_ca_system_score_gemma":0.00007530152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001547539,"about_ca_topic_score_gemma":0.00006119454,"domain_scores_codex":[0.9989806,0.00008699636,0.0003424683,0.0001970688,0.0002157944,0.0001770844],"domain_scores_gemma":[0.9978962,0.00179251,0.0001060943,0.0001015193,0.00004235848,0.00006131521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008520231,0.0001156752,0.9695546,0.00004866403,0.0002424634,0.00001188451,0.0006269422,0.00000528699,0.002255502,0.00007806771,0.0000379965,0.02617088],"study_design_scores_gemma":[0.0002814948,0.00007313577,0.9949721,0.0001536378,0.0003671743,0.000002056896,0.000213199,0.0007652355,0.002546143,0.0004770952,0.000052186,0.00009653872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944518,0.0002138843,0.0009625116,0.00001285585,0.0001025714,0.0001616256,0.00001082794,0.0000306892,0.004053187],"genre_scores_gemma":[0.999268,0.00006654227,0.0005161143,0.000006734378,0.00005261961,0.00002303235,0.00001812187,0.000006619515,0.0000422065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02607434,"threshold_uncertainty_score":0.4040588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04048138547737629,"score_gpt":0.2731855293704182,"score_spread":0.2327041438930419,"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."}}