{"id":"W2065059753","doi":"10.1016/j.jaci.2008.08.003","title":"Epidemiology of asthma exacerbations","year":2008,"lang":"en","type":"review","venue":"Journal of Allergy and Clinical Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Epidemiology; Asthma; Rhinovirus; Intensive care medicine; Asthma exacerbations; Disease; Pediatrics; Immunology; Internal medicine; Virus","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":[0.001462884,0.001295225,0.004297082,0.004376309,0.000273988,0.001676997,0.001423145,0.001688729,0.002515912],"category_scores_gemma":[0.003430021,0.0005574296,0.001714931,0.004297596,0.0004662221,0.0016077,0.0009744035,0.00204196,0.001037183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008775762,"about_ca_system_score_gemma":0.002051299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003401447,"about_ca_topic_score_gemma":0.006828675,"domain_scores_codex":[0.9986653,0.0002890781,0.0003088469,0.0002557526,0.0004084048,0.00007262167],"domain_scores_gemma":[0.9983432,0.0007098194,0.0005352832,0.00004070008,0.0003018696,0.00006916619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001436172,0.0000866971,0.005748498,0.03384,0.0007834058,0.0002456458,0.00007563262,0.0003449513,0.0003386168,0.001080823,0.02459763,0.9327145],"study_design_scores_gemma":[0.0002310541,0.0004986694,0.08941625,0.08566539,0.005075109,0.01038345,0.000436983,0.000825349,0.0005178218,0.005058547,0.801715,0.0001763871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001252443,0.998934,0.00008507777,0.0002824616,0.0002078651,0.000005282711,0.00004354772,0.000003512737,0.0003131536],"genre_scores_gemma":[0.001391782,0.9974011,0.0001998131,0.0002417165,0.0005230394,0.000009077347,0.00007749076,9.840253e-7,0.000155036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004376309,"threshold_uncertainty_score":0.008416593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075469939255318,"score_gpt":0.4309808473783419,"score_spread":0.3234338534528101,"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."}}