{"id":"W2150731445","doi":"10.1258/002221502761698748","title":"Computer imaging and patient satisfaction in rhinoplasty surgery","year":2002,"lang":"en","type":"article","venue":"The Journal of Laryngology & Otology","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Rhinoplasty; Patient satisfaction; Medicine; Audit; Intervention (counseling); Surgery; Medical imaging; Medical physics; Radiology; Nose; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001024885,0.0001255347,0.0002754968,0.0005425719,0.0002102434,0.0004552612,0.0001358419,0.0003616312,0.001622681],"category_scores_gemma":[0.008070511,0.0001079471,0.0004068495,0.0006504959,0.000328397,0.0002698952,0.0003145288,0.0003934195,0.0001893563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349659,"about_ca_system_score_gemma":0.0001519372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008566844,"about_ca_topic_score_gemma":0.0008600631,"domain_scores_codex":[0.9989626,0.0005008177,0.0001223358,0.00004609876,0.000255921,0.0001122799],"domain_scores_gemma":[0.9936186,0.002227443,0.002842059,0.000137711,0.0005871461,0.0005870394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003022764,0.00004983707,0.9956695,0.00001200623,0.00002987971,0.00009258567,0.0001138238,0.00005812763,0.0001945416,0.00001310193,0.00007135128,0.003393042],"study_design_scores_gemma":[0.00001122475,0.0005373504,0.9979309,0.000004851617,0.0000206267,0.0006807062,0.0002206982,0.0002881369,0.000119237,0.00001654425,0.0001635938,0.000006144851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993652,0.0001416953,0.00007691998,0.00004175555,0.000004702411,0.000004939764,0.00005334278,0.000002487109,0.000309193],"genre_scores_gemma":[0.9997877,0.0000323889,0.00005083651,0.00001717727,0.000005632954,0.000002943907,0.00005212227,9.405866e-7,0.00005031348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001622681,"threshold_uncertainty_score":0.005428374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158320049375302,"score_gpt":0.2314041171682335,"score_spread":0.2155721122307033,"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."}}