{"id":"W2134386286","doi":"10.1016/j.jaci.2007.07.043","title":"Characteristics and medical resource use of asthmatic subjects with and without work-related asthma","year":2007,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec; Hôpital du Sacré-Cœur de Montréal","funders":"Canadian Institutes of Health Research; GlaxoSmithKline; AstraZeneca","keywords":"Asthma; Medicine; Odds ratio; Medical record; Exacerbation; Emergency department; Cohort; Retrospective cohort study; Odds; Pediatrics; Logistic regression; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001142326,0.0001219169,0.0006243776,0.0001146511,0.00003988356,0.00001053296,0.00005248019,0.0003109688,0.00005189767],"category_scores_gemma":[0.000981539,0.0000807451,0.00006168871,0.0001024924,0.0006558503,0.00008589798,0.00005154651,0.000648425,9.064675e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007246042,"about_ca_system_score_gemma":0.0001149037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005224104,"about_ca_topic_score_gemma":0.00001775782,"domain_scores_codex":[0.9982421,0.0001231519,0.001073335,0.0001353709,0.0002607697,0.0001652823],"domain_scores_gemma":[0.9979722,0.0008936091,0.0005931486,0.0001082822,0.0002056432,0.0002270825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0113492,0.0005425887,0.8830531,0.00003592616,0.002157409,0.0004487777,0.0002848707,4.820677e-7,0.0002209802,0.0006836749,0.0001318478,0.1010911],"study_design_scores_gemma":[0.003667679,0.00390923,0.983184,0.0004906706,0.00009281682,0.002458701,0.0001015806,0.00002536331,0.00003671815,0.00005373056,0.005899586,0.00007993757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969968,0.001249662,0.0002940504,0.001183479,0.00009837405,0.00006087862,8.747618e-7,0.0000051591,0.0001107896],"genre_scores_gemma":[0.9953435,0.002441704,0.001481682,0.000420664,0.0001146532,2.350903e-7,0.000003875354,0.0000119184,0.000181771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1010112,"threshold_uncertainty_score":0.3292689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104915071204509,"score_gpt":0.3086337511305369,"score_spread":0.2875846004184918,"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."}}