{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002832827,0.0003493214,0.0004403003,0.0004504314,0.004231447,0.0000384682,0.0004203866,0.0002874438,0.0001009957],"category_scores_gemma":[0.020438,0.0003274166,0.000103775,0.001478276,0.0002081076,0.0009769908,0.0004618077,0.003423046,0.0006131031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195272,"about_ca_system_score_gemma":0.0009716226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003633772,"about_ca_topic_score_gemma":0.0002530663,"domain_scores_codex":[0.9903243,0.004480722,0.001154283,0.0008835128,0.001455248,0.001701898],"domain_scores_gemma":[0.9900002,0.006305925,0.001078978,0.0006757332,0.001446058,0.0004931315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001616187,0.0004509651,0.8410534,0.00009731248,0.00002352731,0.0000136091,0.1500951,0.0000302724,0.00001005422,0.0002336545,0.007723283,0.0001071674],"study_design_scores_gemma":[0.001776149,0.0002439951,0.8413106,0.0002706894,0.00002363414,7.700005e-7,0.1298387,0.0001739974,0.000004684303,0.00005499102,0.02596873,0.0003330526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742751,0.0001007397,0.00002559682,0.0007429261,0.001400066,0.002278159,0.0001652603,0.0001642188,0.02084795],"genre_scores_gemma":[0.9954977,0.0001990855,0.001270788,0.0002756067,0.0007282636,0.00007230558,0.00007788598,0.00008266954,0.001795663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02122265,"threshold_uncertainty_score":0.9999178,"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."}}