{"id":"W4387765355","doi":"10.1001/jamanetworkopen.2023.37810","title":"Nasal Suctioning Therapy Among Infants With Bronchiolitis Discharged Home From the Emergency Department","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Respiratory viral infections research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; Public Health Ontario; Children’s Health Research Institute; University of Toronto; Western University; Children's Hospital of Eastern Ontario; University of Ottawa; McMaster University; McMaster Children's Hospital; Agricultural Research Institute of Ontario; SickKids Foundation; Hamilton Health Sciences; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; Health Canada; Hospital for Sick Children; Ontario Neurotrauma Foundation; University of Ottawa; Public Health Agency; Physicians' Services Incorporated Foundation; Public Health Agency of Canada","keywords":"Bronchiolitis; Medicine; Randomized controlled trial; Emergency department; Suction; Pediatrics; Psychological intervention; Emergency medicine; Surgery; Internal medicine; Respiratory system","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008767336,0.0001865325,0.0002855402,0.00005810663,0.0006038122,0.0002590374,0.0004355573,0.00009154818,0.001372054],"category_scores_gemma":[0.00008461028,0.0001109348,0.00007245182,0.001176735,0.0001073406,0.0004405104,0.0003184983,0.0004676954,0.0003621927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008019891,"about_ca_system_score_gemma":0.000124823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001768984,"about_ca_topic_score_gemma":0.0008631277,"domain_scores_codex":[0.997938,0.0003398045,0.0003182563,0.0003910045,0.0004640772,0.0005488685],"domain_scores_gemma":[0.9987794,0.0001857271,0.0001028577,0.0006428377,0.0001155149,0.0001736184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000547014,0.00004811491,0.9368339,0.000004029211,0.0002807384,0.00004515941,0.0002316697,0.0006686038,0.0001040645,0.0001397065,0.04914371,0.01195328],"study_design_scores_gemma":[0.001837337,0.0003233594,0.95854,0.0001313519,0.00002162633,0.00000763185,0.0001242963,0.0006013038,0.00009636756,0.0002635561,0.03790242,0.0001507884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989697,0.0005319534,0.00006741227,0.00204128,0.0004135624,0.001641063,0.00002308564,0.0001359804,0.005448637],"genre_scores_gemma":[0.9929746,0.0009590136,0.0001329711,0.0004625122,0.001653985,0.0005344688,0.0001822633,0.00005557656,0.003044578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02170605,"threshold_uncertainty_score":0.9995408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0499821889108449,"score_gpt":0.3503855367198334,"score_spread":0.3004033478089885,"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."}}