{"id":"W2086908717","doi":"10.1002/ppul.10307","title":"Hospital readmissions for asthma in children and young adults in Canada","year":2003,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada; Health Canada; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Asthma; Incidence (geometry); Pediatrics; Demography; Age groups; Multivariate analysis; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00006288762,0.0001081483,0.0002240278,0.000171069,0.0000297372,0.000002653492,0.00004468238,0.00008815136,0.00002617815],"category_scores_gemma":[0.0003559959,0.00009494316,0.00002625191,0.0001971567,0.00002120249,0.00003005506,0.00001661523,0.0001320675,0.000001943381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286168,"about_ca_system_score_gemma":0.001174185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1546748,"about_ca_topic_score_gemma":0.2571803,"domain_scores_codex":[0.9991186,0.00003688902,0.0002164413,0.0002547285,0.00006922382,0.000304125],"domain_scores_gemma":[0.999584,0.00005205785,0.00004768912,0.0001204163,0.00002398356,0.0001718937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000642839,0.0001054273,0.9952348,0.00001991764,0.000003898139,0.00007172696,0.00003737874,0.000001621542,0.000003326814,0.00004521374,0.0008717716,0.0035406],"study_design_scores_gemma":[0.001813026,0.0001988573,0.9963951,0.000008288907,0.00001867672,0.00007264394,0.0001549057,0.00002971222,0.000009643074,0.00006051704,0.00113248,0.000106113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958704,0.002900839,0.000007300472,0.0003205262,0.0001620523,0.000483708,0.00002673305,0.00001012559,0.0002183423],"genre_scores_gemma":[0.9991621,0.0002882906,0.0001244061,0.0001449873,0.0001214296,0.00005509121,0.0000205557,0.00001230894,0.00007080501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1025055,"threshold_uncertainty_score":0.8509543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00372846277677898,"score_gpt":0.2157223441484892,"score_spread":0.2119938813717102,"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."}}