{"id":"W1997483906","doi":"10.2310/7070.2003.35352","title":"Endoscopic Septoplasty: Technique and Outcomes","year":2003,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Septoplasty; Turbinates; Meatus; Deformity; Endoscopy; Surgery; Nose; Subluxation; General surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006708238,0.00008201959,0.0003410979,0.0000766255,0.00007123993,0.000002848401,0.00004794119,0.00005167141,0.00008305695],"category_scores_gemma":[0.000343601,0.0000422977,0.0000660281,0.00007371171,0.0001258902,0.00004085802,0.00002046201,0.00027094,0.000006055288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001116686,"about_ca_system_score_gemma":0.00004367799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002532522,"about_ca_topic_score_gemma":0.000001784153,"domain_scores_codex":[0.9993359,0.0001523994,0.0002381841,0.00004665297,0.00009291091,0.0001339159],"domain_scores_gemma":[0.9992833,0.0003641905,0.0001361098,0.00009547752,0.00006379827,0.00005711459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000102514,0.00007056072,0.9799388,0.000030377,0.0002114071,0.0001259998,0.0002011317,5.224242e-7,0.01650858,0.001257178,0.0009503756,0.0006025352],"study_design_scores_gemma":[0.001648968,0.001207122,0.8890375,0.00009544049,0.0003130744,0.008970181,0.0002682822,9.897749e-7,0.04551142,0.001945859,0.05090591,0.0000952588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929083,0.001611671,0.0004333416,0.002110576,0.0001846933,0.0001374382,3.325708e-7,0.000007791396,0.00260588],"genre_scores_gemma":[0.9975107,0.0005119981,0.0006980873,0.0007822542,0.00004179953,0.000002736447,9.172582e-8,0.00000676259,0.0004455547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09090132,"threshold_uncertainty_score":0.172485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339591838557611,"score_gpt":0.2694206484845226,"score_spread":0.2560247300989464,"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."}}