{"id":"W2112649669","doi":"10.1183/09031936.00165106","title":"Severe exacerbations predict excess lung function decline in asthma","year":2007,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":391,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Medicine; Lung function; Asthma; Intensive care medicine; Lung; Asthma exacerbations; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007099153,0.0002892273,0.0004940764,0.0004524129,0.0003447646,0.0005723785,0.0002744683,0.0009091907,0.001434136],"category_scores_gemma":[0.006087399,0.0003490058,0.0003377786,0.0003439799,0.0002814909,0.0003886303,0.000487667,0.0009966299,0.0002750632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001479936,"about_ca_system_score_gemma":0.0001481317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216497,"about_ca_topic_score_gemma":0.001943673,"domain_scores_codex":[0.9993943,0.0001844505,0.00008018251,0.0001010352,0.000135063,0.000104971],"domain_scores_gemma":[0.9950789,0.00128492,0.002366007,0.0002350869,0.0002019077,0.0008331196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001548755,0.0000319379,0.9981971,0.000005727547,0.00002272807,0.00008782801,0.00002314656,0.00004085504,0.0003037249,0.000006263489,0.00004618255,0.001079522],"study_design_scores_gemma":[0.000003836565,0.00008134204,0.9992648,0.000002993764,0.00001011047,0.0004340001,0.00002152094,0.000112311,0.00002373982,0.00001372936,0.00003029901,0.000001375216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990657,0.0005257658,0.00004921661,0.00004472505,0.000005968615,0.000005032773,0.00003844529,0.000002452675,0.0002627402],"genre_scores_gemma":[0.9996583,0.0001095577,0.00004220722,0.00001708999,0.00001758877,0.000002475662,0.00008424029,0.000001170775,0.00006730039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001434136,"threshold_uncertainty_score":0.004797697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812840601368326,"score_gpt":0.2829451432598815,"score_spread":0.2648167372461983,"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."}}