{"id":"W2071227623","doi":"10.1067/mpd.2001.116282","title":"Predictors of hospitalization in children with acute asthma","year":2001,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Asthma; Bronchodilator; Emergency department; Confidence interval; Odds ratio; Prospective cohort study; Oxygen therapy; Logistic regression; Univariate analysis; Pediatrics; Anesthesia; Internal medicine; Emergency medicine; Multivariate analysis","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":[0.0002289436,0.00006742177,0.0001685844,0.0001626309,0.0000201084,0.000003204346,0.00009086074,0.00003665235,0.00001612508],"category_scores_gemma":[0.00005211627,0.00003456889,0.00004901163,0.0003928285,0.000046787,0.00007817637,0.00001234792,0.000132193,0.0000012527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002307748,"about_ca_system_score_gemma":0.0001730079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000489661,"about_ca_topic_score_gemma":0.000001795107,"domain_scores_codex":[0.9992153,0.00004212367,0.0002817142,0.00003866915,0.0003282652,0.00009390131],"domain_scores_gemma":[0.9993317,0.00002801249,0.0003092366,0.00009985803,0.0001536933,0.00007751446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003497871,0.0001317222,0.9977401,0.0000134907,0.00002710871,0.00004530033,0.0001803803,0.0002440727,0.00004560574,0.000004489336,0.0005316549,0.0006862574],"study_design_scores_gemma":[0.001250255,0.00109898,0.9962142,0.00002430232,0.0004280843,0.0005571746,0.0001264751,0.000009368073,0.0000806313,0.0000123929,0.0001572688,0.00004089258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978311,0.001257602,0.0004696996,0.0001397301,0.00006093545,0.0001153301,0.000004005523,0.000004106706,0.0001174952],"genre_scores_gemma":[0.9976206,0.001670845,0.00007711735,0.00006362329,0.0005077076,3.025856e-7,0.00000212653,0.000009831957,0.00004781146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001525956,"threshold_uncertainty_score":0.1409678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004383774335898525,"score_gpt":0.2287737289278249,"score_spread":0.2243899545919264,"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."}}