{"id":"W3183541507","doi":"10.1055/s-0041-1732480","title":"The Merits of the External Rhinoplasty","year":2021,"lang":"en","type":"article","venue":"Facial Plastic Surgery","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Rhinoplasty; Medicine; Context (archaeology); Surgery; Nose","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":[0.0002677438,0.0001140766,0.0003150221,0.00002488587,0.0002874346,0.0000152939,0.00006390839,0.00004728888,0.000114455],"category_scores_gemma":[0.00515184,0.00005960996,0.0002775785,0.000283527,0.0001992147,0.00003194961,0.00008983243,0.0001663856,0.0000280085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001606176,"about_ca_system_score_gemma":0.0002518022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000142679,"about_ca_topic_score_gemma":0.00002846656,"domain_scores_codex":[0.9988488,0.00007939899,0.0003173038,0.0001498537,0.0003611377,0.0002435276],"domain_scores_gemma":[0.9939466,0.005523,0.0001035875,0.000224279,0.000139786,0.00006275003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003270162,0.0001356935,0.9446706,0.00006720153,0.000183012,0.0001306824,0.0001118612,0.00000616333,0.01369254,0.0004658028,0.01656499,0.02364441],"study_design_scores_gemma":[0.0001942402,0.00001868872,0.894642,0.0002446161,0.00007642847,0.00006643684,0.0001139196,0.00001373108,0.0288733,0.0001648739,0.07548836,0.0001034275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921486,0.00114859,0.0001071958,0.0006503389,0.00492454,0.00006496586,0.00002004012,0.00002096545,0.000914764],"genre_scores_gemma":[0.9974954,0.0002058317,0.00002169012,0.000144948,0.0003373754,0.00000763425,0.00000286933,0.000009715766,0.001774536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05892337,"threshold_uncertainty_score":0.6167606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078099458106426,"score_gpt":0.2418188817978216,"score_spread":0.2210378872167574,"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."}}