{"id":"W4362455574","doi":"10.1002/ohn.336","title":"Two‐Year Outcomes After Pediatric In‐Office Tympanostomy Using Lidocaine/Epinephrine Iontophoresis and an Automated Tube Delivery System","year":2023,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Tympanostomy tube; Lidocaine; Iontophoresis; Anesthesia; Surgery; Confidence interval; Prospective cohort study; Otorhinolaryngology; Perforation; Otitis; Internal medicine; Radiology","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":[0.0003500268,0.0002277427,0.000599466,0.0006840091,0.00006282052,0.00001841858,0.00008323663,0.0002103131,0.00009118515],"category_scores_gemma":[0.0001881467,0.0002072083,0.00007751771,0.0007503337,0.000068473,0.0001607983,0.0001057908,0.0002413269,0.0001973389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007077226,"about_ca_system_score_gemma":0.0001087483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004487227,"about_ca_topic_score_gemma":0.000257575,"domain_scores_codex":[0.9983026,0.0002004566,0.0003987975,0.0004211887,0.0001904958,0.000486511],"domain_scores_gemma":[0.9990219,0.000254804,0.00007909269,0.000333225,0.00007845399,0.0002324745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001974345,0.00006048924,0.9940807,0.0002681433,0.00003461662,0.004005536,0.0001716791,0.00001778741,0.0006969149,0.00008243978,0.0002693309,0.0001148805],"study_design_scores_gemma":[0.001581599,0.000106712,0.9908216,0.00008801544,0.0001151765,0.0004192196,0.0001868106,0.006266925,0.00005718408,0.000003415067,0.0001581968,0.0001951287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972873,0.0005114772,0.000002807074,0.0001535357,0.0006121356,0.0003610435,0.00001701136,0.0006586773,0.0003959824],"genre_scores_gemma":[0.9983313,0.0001518654,0.0004712213,0.0003660179,0.0003402882,0.00004182711,0.00006248761,0.00004713312,0.0001878313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006249138,"threshold_uncertainty_score":0.8449709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495608682385,"score_gpt":0.2886672947491915,"score_spread":0.2737112079253415,"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."}}