{"id":"W4283164926","doi":"10.1016/j.chest.2021.12.395","title":"20-YEAR TRENDS IN ASTHMA HOSPITAL ADMISSIONS IN CANADA","year":2022,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Providence Health Care; University of British Columbia","funders":"","keywords":"Medicine; Asthma; Demography; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004027932,0.0003505086,0.0004874353,0.003146293,0.002339982,0.00175013,0.001469403,0.001300465,0.005224942],"category_scores_gemma":[0.002516402,0.000382511,0.001198102,0.005740351,0.000608242,0.0008889972,0.001036076,0.001440018,0.0006653034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03095802,"about_ca_system_score_gemma":0.03592118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991302,"about_ca_topic_score_gemma":0.9951321,"domain_scores_codex":[0.9986902,0.00004579318,0.0001340499,0.0001461538,0.0003301798,0.0006536503],"domain_scores_gemma":[0.9952078,0.0001482968,0.0008953367,0.00004474268,0.002299133,0.001404647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001660642,0.0000695584,0.9890289,0.00009747879,0.00009768463,0.0001828229,0.0003849517,0.0002152542,0.0001638516,0.0001713454,0.005083122,0.004339012],"study_design_scores_gemma":[0.000006639157,0.00001776268,0.9976357,0.00004263066,0.00002065036,0.0000816954,0.0006960352,0.0001978448,0.00003165719,0.00001387033,0.001246094,0.000009295806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444064,0.005783562,0.0001089608,0.00259501,0.0001286261,0.00005070464,0.0369057,0.00008515271,0.009935807],"genre_scores_gemma":[0.9830851,0.002863211,0.0001012432,0.000441019,0.00004549344,0.00001742724,0.009918125,0.00001616351,0.003512237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03095802,"threshold_uncertainty_score":0.2246171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929965890163204,"score_gpt":0.3473168236195208,"score_spread":0.3180171647178887,"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."}}