{"id":"W4206264823","doi":"10.1055/a-1731-0332","title":"Lamb Head as a Training Model for Septoplasty and Rhinoplasty","year":2022,"lang":"en","type":"article","venue":"Facial Plastic Surgery","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Septoplasty; Rhinoplasty; Medicine; Dissection (medical); Cadaver; Orthodontics; 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":[0.0004689545,0.0002133924,0.0005908828,0.0001801486,0.0006007444,0.00001890797,0.0000374741,0.00005650436,0.0001854029],"category_scores_gemma":[0.001836935,0.0002047435,0.0002138213,0.0001988647,0.00008761973,0.00007749672,0.0001038119,0.0002431185,0.0000122328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005640799,"about_ca_system_score_gemma":0.0003076921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002319396,"about_ca_topic_score_gemma":0.00002082399,"domain_scores_codex":[0.9984607,0.00004080359,0.0003394051,0.0003669072,0.0003314478,0.0004608118],"domain_scores_gemma":[0.9955789,0.003987225,0.0000870588,0.0001124297,0.00005024326,0.0001840871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01492417,0.001298641,0.6794584,0.0009584741,0.001262673,0.0006867665,0.01070722,0.009478251,0.006060665,0.002587166,0.1184426,0.1541349],"study_design_scores_gemma":[0.01008845,0.002830506,0.1890042,0.0006218987,0.001154108,0.001416318,0.00948578,0.2642025,0.001095658,0.004320973,0.5124363,0.003343201],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948075,0.0002034124,0.001817335,0.0003461808,0.001619824,0.0002850986,0.000248529,0.0001201748,0.0005518834],"genre_scores_gemma":[0.9966562,0.00002432933,0.0002054664,0.0004945862,0.0002569108,0.0002199723,0.00007583961,0.00003159844,0.00203504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4904542,"threshold_uncertainty_score":0.8349198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07291234588166916,"score_gpt":0.292038933753936,"score_spread":0.2191265878722669,"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."}}