{"id":"W4306849855","doi":"10.22541/au.166622763.36659960/v1","title":"Which children are still dying from asthma? A Thirteen Year Review of Pediatric Asthma Deaths in British Columbia, Canada","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"Provincial Health Services Authority","keywords":"Asthma; Medicine; Asthma exacerbations; Exacerbation; Pediatrics; Inhaled corticosteroids; Family medicine; Emergency medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00172729,0.0006598454,0.00151165,0.008713908,0.002488818,0.002756602,0.001330377,0.0009079744,0.002626767],"category_scores_gemma":[0.006891152,0.000597525,0.00118239,0.02158677,0.000878096,0.0008319031,0.001055377,0.001469584,0.0003934321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03564179,"about_ca_system_score_gemma":0.08868042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9795481,"about_ca_topic_score_gemma":0.9917252,"domain_scores_codex":[0.9974826,0.0001597789,0.0005666108,0.0002011794,0.001149178,0.0004406836],"domain_scores_gemma":[0.9881186,0.001161148,0.001413109,0.0001166699,0.008077796,0.001112701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006236396,0.00006868588,0.2467833,0.05066428,0.001444311,0.001543148,0.003351132,0.0005290793,0.0003482055,0.001308758,0.1988995,0.4944359],"study_design_scores_gemma":[0.00008501326,0.0001041828,0.7077673,0.08459792,0.002186718,0.001661536,0.006516708,0.0001829478,0.0001717579,0.0001749216,0.196415,0.0001360707],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01212772,0.9742298,0.00005183468,0.003563896,0.0005644711,0.0000616468,0.005458313,0.00002224866,0.003920064],"genre_scores_gemma":[0.04016742,0.9537621,0.0001848385,0.001471888,0.0001767818,0.00004526018,0.003136736,0.00001225949,0.001042826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03564179,"threshold_uncertainty_score":0.2586005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009483678156474369,"score_gpt":0.237623384450731,"score_spread":0.2281397062942566,"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."}}