{"id":"W2274321400","doi":"","title":"Risk factors precipitating exacerbations in adult asthma patients presenting at Kalafong Hospital, Pretoria : original research","year":2008,"lang":"en","type":"article","venue":"South African Family Practice","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Asthma; Emergency department; Public health; Population; Pediatrics; Asthma exacerbations; Pathophysiology of asthma; Emergency medicine; Environmental health; Intensive care medicine; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002718444,0.0002840458,0.0003541769,0.001331958,0.0006162851,0.0005661074,0.0003813497,0.0004830629,0.003385905],"category_scores_gemma":[0.001679899,0.0002803288,0.0004157852,0.001795797,0.0002763207,0.0005333804,0.0005681658,0.0005406567,0.0005256668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000587506,"about_ca_system_score_gemma":0.0008155668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007484543,"about_ca_topic_score_gemma":0.01120875,"domain_scores_codex":[0.9997253,0.000056707,0.00004851471,0.00004570114,0.00003885102,0.00008490149],"domain_scores_gemma":[0.9990471,0.0001918261,0.0004846213,0.00003199156,0.0001089611,0.0001354746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001729299,0.0001578348,0.994723,0.0002414742,0.00003287134,0.0008217937,0.0007058445,0.00001732551,0.0002924877,0.0000130323,0.0001975409,0.002623968],"study_design_scores_gemma":[0.000008849497,0.000256318,0.9971765,0.00004359612,0.00002622335,0.001114551,0.001028634,0.00001621311,0.0000311953,0.000004848625,0.0002896097,0.000003559842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979799,0.0007109714,0.00001982019,0.00007368543,0.000009243117,0.000104793,0.000393866,0.000001382172,0.0007063134],"genre_scores_gemma":[0.9974267,0.001145415,0.000172166,0.0000709801,0.0000471497,0.0002026748,0.0005859166,0.000001047061,0.0003478433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007484543,"threshold_uncertainty_score":0.01488197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08353698635319433,"score_gpt":0.4045590171547604,"score_spread":0.3210220308015661,"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."}}