{"id":"W2793895346","doi":"10.1177/0194599818760562","title":"Audiometric Testing Guideline Adherence in Children Undergoing Tympanostomy Tubes: A Population‐Based Study","year":2018,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Kingston Health Sciences Centre; Hotel Dieu Hospital; Queen's University","funders":"Southeastern Ontario Academic Medical Organization; Queen's University; Institute for Clinical Evaluative Sciences; Ontario Ministry of Health and Long-Term Care; American Society of Pediatric Otolaryngology","keywords":"Medicine; Guideline; Cohort; Otorhinolaryngology; Retrospective cohort study; Population; Cohort study; Tympanostomy tube; Ambulatory; Hearing loss; Pediatrics; Surgery; Audiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001445776,0.0002625673,0.0005054838,0.001241942,0.000547786,0.0008698572,0.0009003634,0.0007049617,0.001363279],"category_scores_gemma":[0.008949476,0.0003853053,0.0007355676,0.003170872,0.0005175509,0.0008081844,0.0007371657,0.000816703,0.0001782858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001898054,"about_ca_system_score_gemma":0.001821724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1038425,"about_ca_topic_score_gemma":0.1190754,"domain_scores_codex":[0.9972687,0.0003501785,0.0003595604,0.000496893,0.001070172,0.0004545818],"domain_scores_gemma":[0.9935953,0.0009321157,0.004116787,0.0002172497,0.0007261208,0.0004124024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001905298,0.0000213248,0.9988538,0.00001770265,0.00004286312,0.00002907581,0.0001279027,0.00001261903,0.00001772588,0.000008849854,0.0001379849,0.0007111091],"study_design_scores_gemma":[0.000004588069,0.00003445416,0.9994166,0.00001714813,0.0000213298,0.0001000385,0.0002306804,0.00005554337,0.000006917868,0.000004309073,0.0001052725,0.000003030002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977384,0.0005738715,0.00006400223,0.00011222,0.000007712625,0.00002476911,0.0008959623,0.000003696022,0.0005794062],"genre_scores_gemma":[0.9991146,0.0002702326,0.0000600224,0.000055994,0.000008136602,0.00002189411,0.0004276062,0.000001830507,0.00003975939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1038425,"threshold_uncertainty_score":0.2064762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02914684238321872,"score_gpt":0.3085544396896392,"score_spread":0.2794075973064205,"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."}}