{"id":"W4283659956","doi":"10.1007/s00405-022-07520-6","title":"Usefulness, acceptation and feasibility of electronic medical history tool in reflux disease","year":2022,"lang":"en","type":"article","venue":"European Archives of Oto-Rhino-Laryngology","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Medicine; Laryngopharyngeal reflux; Specialty; Medical history; Cohort; Physical therapy; Patient satisfaction; Laryngology; Disease; Epidemiology; Internal medicine; Family medicine; Surgery; Reflux","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":[0.008801581,0.0003492797,0.000493094,0.002323123,0.0003923788,0.002045547,0.0007193674,0.001133852,0.003298636],"category_scores_gemma":[0.05558459,0.0002308516,0.001050337,0.001229926,0.000466808,0.002508589,0.001078902,0.0009490742,0.000615921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002972097,"about_ca_system_score_gemma":0.0005730813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245522,"about_ca_topic_score_gemma":0.001277825,"domain_scores_codex":[0.9921286,0.004000152,0.001267095,0.0004724728,0.001671087,0.000460667],"domain_scores_gemma":[0.9430134,0.04302343,0.006833508,0.001754694,0.004044411,0.001330498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003230803,0.000198613,0.985174,0.000101007,0.00005774066,0.0001079469,0.0008324038,0.00005492958,0.0001286978,0.00008377184,0.0001844733,0.01275334],"study_design_scores_gemma":[0.00003771119,0.0009874143,0.9903451,0.000196497,0.0002312365,0.0009630813,0.003338572,0.001417333,0.0004266732,0.000300286,0.001720413,0.00003572515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939826,0.001493483,0.0003536471,0.0004618411,0.00008260373,0.00004916447,0.0004862114,0.00001246068,0.003077905],"genre_scores_gemma":[0.998266,0.0003495583,0.0004832563,0.00008465897,0.00007567822,0.00002195854,0.0002616506,0.000003462325,0.0004537405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008801581,"threshold_uncertainty_score":0.04654777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0264558180174112,"score_gpt":0.2763872368865962,"score_spread":0.249931418869185,"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."}}