{"id":"W2110316104","doi":"10.1080/1059924x.2015.1042613","title":"Prevalence and Risk Factors of Respiratory Symptoms in Rural Population","year":2015,"lang":"en","type":"article","venue":"Journal of Agromedicine","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Wheeze; Nonfarm payrolls; Medicine; Asthma; Phlegm; Chronic cough; Population; Environmental health; Respiratory system; Demography; Internal medicine; Agriculture; Geography; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009458247,0.0000594753,0.0001733674,0.00006233011,0.00001511305,0.000002806607,0.00008330951,0.00004527506,0.00007359565],"category_scores_gemma":[0.0001901176,0.00004111574,0.00002471029,0.0001147193,0.000113776,0.0001992597,0.00003095038,0.0001552569,0.000002218666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008751516,"about_ca_system_score_gemma":0.00001197827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007794603,"about_ca_topic_score_gemma":0.000067079,"domain_scores_codex":[0.9991012,0.00009685065,0.0003915591,0.00005359362,0.0002696727,0.00008716029],"domain_scores_gemma":[0.9994324,0.00004057511,0.0003535598,0.00006303839,0.00001803584,0.00009231976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005078419,0.00003435858,0.9914116,0.00001495653,0.00000623429,0.000004684685,0.001596041,0.0001571786,0.004583299,0.000006843697,0.0003724355,0.00176155],"study_design_scores_gemma":[0.000863552,0.000668182,0.9969355,0.0001120917,0.00002210171,0.00001886209,0.0003887008,0.00001851591,0.0005371629,0.0001644736,0.0002272912,0.00004357651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993437,0.0002367059,0.00002531674,0.00006994264,0.0001309091,0.00005228862,0.000002477076,0.000001725983,0.000136957],"genre_scores_gemma":[0.9997188,0.00006665554,0.00007720762,0.00004141355,0.00005196677,1.214661e-7,5.812944e-7,0.000003047391,0.00004024778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005523856,"threshold_uncertainty_score":0.1676651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148414656706366,"score_gpt":0.2502001424315107,"score_spread":0.2353586767608741,"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."}}