{"id":"W4393718631","doi":"10.1177/01455613241230841","title":"Can ChatGPT Replace an Otolaryngologist in Guiding Parents on Tonsillectomy?","year":2024,"lang":"en","type":"article","venue":"Ear Nose & Throat Journal","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre","funders":"","keywords":"Otorhinolaryngology; Tonsillectomy; Guideline; Medicine; Terminology; Reliability (semiconductor); Medical physics; Health care; Intensive care medicine; Surgery; Pathology","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":[0.0007428493,0.0001347092,0.0002067143,0.0002925742,0.000193436,0.0001221183,0.0001006562,0.0001138679,0.0003814785],"category_scores_gemma":[0.0003792027,0.0001103336,0.000074588,0.0003457777,0.00005175297,0.0001797904,0.000016291,0.0006131293,0.0001764772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003994997,"about_ca_system_score_gemma":0.0005034688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000990911,"about_ca_topic_score_gemma":0.0005768045,"domain_scores_codex":[0.9985242,0.0001227725,0.0004437596,0.0002699434,0.0002841987,0.0003551369],"domain_scores_gemma":[0.9992357,0.0001084277,0.00006378884,0.0002374428,0.00009597642,0.0002586225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001569859,0.001513462,0.5330187,0.0004567255,0.0002112243,0.006143379,0.07574823,0.0003797596,0.01250202,0.002103504,0.04368502,0.3226681],"study_design_scores_gemma":[0.001588624,0.01740644,0.4504633,0.01784649,0.0004923677,0.02328661,0.0624048,0.01968457,0.2032826,0.02367127,0.1770166,0.002856302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98242,0.001013143,0.00005790498,0.01262026,0.00196497,0.0001974729,0.000002372922,0.00006174233,0.001662165],"genre_scores_gemma":[0.9961417,0.0004908403,0.0001866644,0.001225279,0.001339078,0.00000830067,0.00001159453,0.0000254914,0.0005710523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3198118,"threshold_uncertainty_score":0.4499273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2154222904049288,"score_gpt":0.4516464191000245,"score_spread":0.2362241286950957,"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."}}