{"id":"W4389551604","doi":"10.1016/s1064-7406(23)00358-9","title":"The Minimal Rhinoplasty","year":2000,"lang":"en","type":"article","venue":"Facial Plastic Surgery Clinics of North America","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Rhinoplasty; Holy Grail; Nose; Surgery; General 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003114489,0.0002254792,0.0007545324,0.00007623741,0.0003002403,0.00001451973,0.0001141723,0.00006582794,0.0005286559],"category_scores_gemma":[0.003856647,0.0001543136,0.0004313255,0.0004710394,0.0005910371,0.00006445252,0.00003903128,0.0002700241,0.0003546733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001607997,"about_ca_system_score_gemma":0.0002386493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002424229,"about_ca_topic_score_gemma":0.00003055855,"domain_scores_codex":[0.997852,0.0000736767,0.0008862868,0.0002919711,0.0004326661,0.0004634146],"domain_scores_gemma":[0.9845411,0.01457613,0.0002535348,0.0003030699,0.0001333363,0.0001927999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001234389,0.0001588418,0.4945152,0.00002279379,0.0001257249,0.00003314201,0.00003773502,0.00003959091,0.000003648637,0.000001965499,0.01000293,0.493824],"study_design_scores_gemma":[0.0002089004,0.000217011,0.501399,0.00004331005,0.00007520814,0.000007527627,0.00004585918,0.00008807529,0.00001611829,0.000007809205,0.4977506,0.0001406044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955333,0.0004614612,0.00002580097,0.0003448463,0.001414909,0.0001388436,0.00008769712,0.00006341504,0.001929679],"genre_scores_gemma":[0.994596,0.00321447,0.00006975572,0.0003496916,0.0003975468,0.00001605369,0.00004790989,0.00002273325,0.001285858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4936834,"threshold_uncertainty_score":0.6292724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188083520723054,"score_gpt":0.2698414231895293,"score_spread":0.2479605879822988,"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."}}