{"id":"W4229376697","doi":"10.1016/j.rmed.2022.106863","title":"The burden of mild asthma: Clinical burden and healthcare resource utilisation in the NOVELTY study","year":2022,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Coastal Health Research Institute; Vancouver General Hospital","funders":"National Jewish Health; AstraZeneca","keywords":"Medicine; Asthma; Novelty; Health care; Intensive care medicine; Environmental health; Internal medicine; Economic growth","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":[0.002547953,0.0003962109,0.0007248455,0.0007511689,0.0004117761,0.001000023,0.001163878,0.0007501882,0.001069281],"category_scores_gemma":[0.004353754,0.0004188282,0.001405736,0.001249545,0.0002898799,0.001029462,0.002202194,0.000946823,0.0002375028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008003722,"about_ca_system_score_gemma":0.0006522226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00848481,"about_ca_topic_score_gemma":0.0106184,"domain_scores_codex":[0.9978157,0.0009913405,0.0002926476,0.0003256036,0.0003385354,0.0002362065],"domain_scores_gemma":[0.9968263,0.0003169472,0.00196475,0.0002417179,0.0001910896,0.0004592144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001217716,0.000124236,0.9941394,0.00009892251,0.0005799645,0.0001031446,0.0002500265,0.00009567795,0.0001702486,0.00006131996,0.0009931808,0.00216596],"study_design_scores_gemma":[0.0001306942,0.0001715359,0.9987318,0.00002806214,0.0001008844,0.0001350207,0.000147339,0.0001558757,0.00001700955,0.00003045605,0.0003419862,0.000009327042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923598,0.0008699283,0.0001257606,0.0004612518,0.0000207365,0.0001024751,0.005448209,0.00000553509,0.0006063027],"genre_scores_gemma":[0.9944103,0.0003073064,0.0002285851,0.0001846123,0.00006662619,0.0001532527,0.004429856,0.000004767718,0.0002146453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00848481,"threshold_uncertainty_score":0.01687086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07623819717414373,"score_gpt":0.384320329448204,"score_spread":0.3080821322740603,"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."}}