{"id":"W2955586415","doi":"10.1016/s2352-4642(19)30193-2","title":"Pharmacotherapy in bronchiolitis at discharge from emergency departments within the Pediatric Emergency Research Networks: a retrospective analysis","year":2019,"lang":"en","type":"article","venue":"The Lancet Child & Adolescent Health","topic":"Respiratory viral infections research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario; University of Calgary; SickKids Foundation; University of Toronto; Alberta Children's Hospital; Hospital for Sick Children","funders":"National Institutes of Health","keywords":"Bronchiolitis; Medicine; Pharmacotherapy; Medical prescription; Emergency department; Retrospective cohort study; Emergency medicine; Odds ratio; Pediatrics; Internal medicine; Psychiatry","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003891267,0.0003068825,0.0008554091,0.0004955612,0.0007482618,0.00003343789,0.0006284004,0.0001023446,0.001800087],"category_scores_gemma":[0.0001021772,0.0001824156,0.0002777206,0.004115746,0.0001009365,0.0001244911,0.0002570196,0.002763023,0.000390277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148175,"about_ca_system_score_gemma":0.0002301137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014891,"about_ca_topic_score_gemma":0.003763137,"domain_scores_codex":[0.9937325,0.002039219,0.0009090982,0.000766266,0.001257933,0.001295029],"domain_scores_gemma":[0.9976449,0.00009503094,0.0003132893,0.001435229,0.0001937332,0.0003178127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004527059,0.0004141268,0.9856707,0.00008611028,0.0003148298,0.000003327715,0.0007301875,0.0005167027,0.00007219322,0.000239615,0.0111766,0.0003229207],"study_design_scores_gemma":[0.001900926,0.0002716587,0.9916461,0.00004348023,0.0001105657,0.000004673951,0.0001235334,0.002449705,0.00003572579,0.0001494975,0.003093719,0.0001704903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772609,0.008362357,0.00008451474,0.008908503,0.0008585774,0.002945032,0.0001009928,0.00007310516,0.001405942],"genre_scores_gemma":[0.973987,0.01974113,0.00001738093,0.001544574,0.003747687,0.0001330007,0.00008541834,0.00005561101,0.00068821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01137878,"threshold_uncertainty_score":0.9995376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06629611605154036,"score_gpt":0.4202533398674223,"score_spread":0.353957223815882,"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."}}