{"id":"W2165853736","doi":"10.1136/thx.2005.045161","title":"Asthma exacerbations {middle dot} 1: Epidemiology","year":2006,"lang":"ur","type":"article","venue":"Thorax","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":243,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Exacerbation; Rhinovirus; Asthma; Asthma exacerbations; Epidemiology; Respiratory system; Immunology; Respiratory disease; Pediatrics; Intensive care medicine; Environmental health; Internal medicine; Lung","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003087349,0.0003198811,0.0005113785,0.001999582,0.000847747,0.0009666451,0.0004936186,0.0007589976,0.007986317],"category_scores_gemma":[0.0009993269,0.0001927557,0.0002615152,0.002628434,0.0002830467,0.0005922449,0.00134103,0.0006774182,0.002044389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000569079,"about_ca_system_score_gemma":0.0005469681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006053825,"about_ca_topic_score_gemma":0.007749854,"domain_scores_codex":[0.9992162,0.0001441379,0.0001367703,0.0001419538,0.0002006658,0.0001601821],"domain_scores_gemma":[0.9991184,0.00004770526,0.0003657185,0.00002471567,0.000133414,0.0003099946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000153177,0.0001319062,0.9631814,0.0002873656,0.00004962536,0.0006176208,0.0001217673,0.00006493375,0.0005125193,0.0003278116,0.007367599,0.02718425],"study_design_scores_gemma":[0.000005946743,0.00007729531,0.9929462,0.0001441123,0.00001214542,0.002341779,0.0001522405,0.0000999329,0.00002614517,0.0001003555,0.004087273,0.000006526606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9096496,0.03690068,0.001159585,0.003406238,0.0001905539,0.0005009278,0.01143292,0.0001942976,0.03656516],"genre_scores_gemma":[0.9811938,0.007527519,0.0005529048,0.0007428151,0.0004084827,0.0001908753,0.005852181,0.00002545276,0.00350581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007986317,"threshold_uncertainty_score":0.02671689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04884953027324677,"score_gpt":0.3178613934494531,"score_spread":0.2690118631762063,"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."}}