{"id":"W2299550375","doi":"10.1155/2011/838703","title":"Predictors of Respiratory Symptoms in a Rural Canadian Population: A Longitudinal Study of Respiratory Health","year":2011,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Ottawa; Saskatchewan Health Authority","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Respiratory system; Rural population; Population; Intensive care medicine; Environmental health; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00159357,0.0004881328,0.001178847,0.003600291,0.0004049736,0.00003111472,0.000495689,0.0003181455,0.0006708533],"category_scores_gemma":[0.0002944822,0.0004655384,0.0003097401,0.001221258,0.0003072327,0.0003424886,0.00004297629,0.000963379,0.00001495076],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001979818,"about_ca_system_score_gemma":0.01498277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5014269,"about_ca_topic_score_gemma":0.9203135,"domain_scores_codex":[0.9945658,0.0007175278,0.002115031,0.0005024113,0.0008734362,0.001225751],"domain_scores_gemma":[0.9933519,0.00004886049,0.000891911,0.000829363,0.0005603341,0.004317582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000288526,0.000434653,0.9873171,0.0001161076,0.0001772702,0.001376662,0.001956319,0.00001942361,0.00005603566,0.0001046062,0.001817035,0.006336276],"study_design_scores_gemma":[0.003663063,0.00497177,0.9756464,0.0005374399,0.0001131313,0.0001084155,0.003535407,0.000003804807,0.00005672501,0.00002850677,0.01098289,0.0003524827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924792,0.004110988,0.000003419402,0.00006984707,0.0005812179,0.001123562,0.0001074565,0.00002658474,0.001497727],"genre_scores_gemma":[0.9966793,0.000009697919,0.00003455188,0.002667016,0.000451751,0.00003384383,0.000006730067,0.0000850901,0.00003202255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4188867,"threshold_uncertainty_score":0.9997796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04506407490936273,"score_gpt":0.2933770207049611,"score_spread":0.2483129457955983,"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."}}