{"id":"W2109245520","doi":"10.1002/ppul.21281","title":"Asthma presentations by children to emergency departments in a Canadian province: A population‐based study","year":2010,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research; Canada Research Chairs; Government of Alberta","keywords":"Medicine; Asthma; Medical emergency; Population; Family medicine; Emergency medicine; Pediatrics; Environmental health; 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":[0.00009740991,0.0001468297,0.0002088638,0.0006159154,0.0001036396,0.000008268282,0.0001338005,0.0001156126,0.0004198216],"category_scores_gemma":[0.0001969481,0.0001385676,0.00004805512,0.0005445785,0.00001050214,0.00005696172,0.00002831289,0.0002193693,0.0001163539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007991838,"about_ca_system_score_gemma":0.0006602642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1088945,"about_ca_topic_score_gemma":0.5120565,"domain_scores_codex":[0.9986484,0.00006694067,0.0003188967,0.0003500883,0.0001613413,0.0004543029],"domain_scores_gemma":[0.9989944,0.0000181089,0.00006277861,0.000294161,0.00005015099,0.0005803613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003681241,0.0006776036,0.9938552,0.000007127349,0.00001050966,0.00005247076,0.00004646182,0.00001754543,0.00004867519,0.00000757206,0.004234392,0.001005662],"study_design_scores_gemma":[0.0008772939,0.0003079457,0.9962997,5.868052e-7,0.00005454663,0.000006783393,0.00003357857,0.00006271129,0.000006076416,0.00001113431,0.002212479,0.0001271041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967111,0.0001214034,0.00001152461,0.0008704506,0.0002863019,0.001626683,0.00008532435,0.00004291792,0.000244287],"genre_scores_gemma":[0.9985512,0.000004814377,0.00009302064,0.0002680266,0.0002911132,0.0002472513,0.0002131006,0.00002067761,0.0003107374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4031619,"threshold_uncertainty_score":0.8970394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00629322126899363,"score_gpt":0.2869353198125418,"score_spread":0.2806420985435482,"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."}}