{"id":"W2955047787","doi":"10.3310/hta23340","title":"Anaesthetic–analgesic ear drops to reduce antibiotic consumption in children with acute otitis media: the CEDAR RCT","year":2019,"lang":"en","type":"article","venue":"Health Technology Assessment","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Programme Grants for Applied Research; Health Technology Assessment Programme; National Institutes of Health; University of Southampton; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Randomized controlled trial; Acute otitis media; Analgesic; Anesthesia; Otitis; Surgery","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":[0.0006804113,0.0002084104,0.0005247318,0.0005177121,0.0001131988,0.00001197896,0.0001906679,0.0002185506,0.0001424715],"category_scores_gemma":[0.00003913602,0.0001454819,0.00004324699,0.0007861945,0.0002141056,0.00005487001,0.00007122143,0.0008014439,0.0002660702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002623457,"about_ca_system_score_gemma":0.0005058619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001470475,"about_ca_topic_score_gemma":0.000323434,"domain_scores_codex":[0.9980743,0.0001336621,0.0003896222,0.0004683554,0.0003432721,0.0005907739],"domain_scores_gemma":[0.9988495,0.00007202118,0.0001594169,0.0006903778,0.00005056196,0.0001781548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004661838,0.0001484763,0.9769056,0.00004736861,0.00008161125,0.00009260986,0.00008812585,0.000004551231,0.0001942176,0.004836798,0.0005241586,0.01702981],"study_design_scores_gemma":[0.001230997,0.001187395,0.994662,0.0004086167,0.00005122129,0.000706004,0.0002219903,0.0000239635,0.0006203124,0.0001294454,0.00060803,0.0001499629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447267,0.0004129202,0.0001011556,0.05227289,0.0003227085,0.001654844,0.00001277416,0.0001727813,0.0003231896],"genre_scores_gemma":[0.9934261,0.001140926,0.002669637,0.002480303,0.00004377828,0.00004573756,0.00004336576,0.00003284391,0.0001172606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04979259,"threshold_uncertainty_score":0.5932581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131951743362737,"score_gpt":0.3216067159006665,"score_spread":0.3084115415643928,"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."}}