{"id":"W2155464418","doi":"10.1080/20786204.2008.10873743","title":"Risk factors precipitating exacerbations in adult asthma patients presenting at Kalafong Hospital, Pretoria","year":2008,"lang":"en","type":"article","venue":"South African Family Practice","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Asthma; Emergency department; Public health; Population; Pediatrics; Pathophysiology of asthma; Asthma exacerbations; Emergency medicine; Environmental health; 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":[0.0002083452,0.0002876252,0.0003426591,0.001082244,0.0009865612,0.0005819668,0.0003794509,0.0005624544,0.002835551],"category_scores_gemma":[0.001198508,0.0003082596,0.0002767652,0.001047981,0.0003283841,0.0004030408,0.0005819294,0.0006131738,0.0003508439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007747816,"about_ca_system_score_gemma":0.0006551685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009161053,"about_ca_topic_score_gemma":0.01319867,"domain_scores_codex":[0.9997342,0.00004388168,0.0000378,0.00004581413,0.00003897937,0.00009928843],"domain_scores_gemma":[0.9993743,0.0000916273,0.0003344684,0.00001793564,0.00004755974,0.0001342099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007647197,0.00007570397,0.9976567,0.00003912755,0.0000090504,0.0009449951,0.0003283808,0.00001110444,0.0002060149,0.000009191539,0.00009236859,0.0005508474],"study_design_scores_gemma":[0.000005605923,0.0001680767,0.9970514,0.00001449436,0.0000104294,0.001740728,0.0008280189,0.00002132218,0.00002931806,0.000005272056,0.0001229145,0.000002473953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991967,0.0001822559,0.00001013415,0.00004375624,0.000005020968,0.00003293668,0.0001349001,0.000001366399,0.0003929026],"genre_scores_gemma":[0.9992509,0.0002141273,0.00005981047,0.00003943798,0.00001349754,0.00005270203,0.0002010521,5.995553e-7,0.0001677844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009161053,"threshold_uncertainty_score":0.01821548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618726325730632,"score_gpt":0.2579635365737433,"score_spread":0.241776273316437,"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."}}