{"id":"W2137338214","doi":"10.1136/oem.60.4.254","title":"Physician diagnosed asthma, respiratory symptoms, and associations with workplace tasks among radiographers in Ontario, Canada","year":2003,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Toronto; Sinai Health System","funders":"Ontario Physiotherapy Association; York University; Workplace Safety and Insurance Board","keywords":"Medicine; Asthma; Occupational asthma; Physical therapy; Family 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":[],"consensus_categories":[],"category_scores_codex":[0.0001070421,0.0001056386,0.0001443185,0.00005586247,0.000113681,0.000003622436,0.00002130173,0.00007034513,0.0008333058],"category_scores_gemma":[0.0000340921,0.00008330539,0.000008910308,0.00008323877,0.000271365,0.00006226145,0.000008268057,0.0001443459,0.00000253294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148809,"about_ca_system_score_gemma":0.00008018745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2889752,"about_ca_topic_score_gemma":0.8034058,"domain_scores_codex":[0.9993678,0.00008947427,0.0001559335,0.0001778242,0.00007734523,0.0001316458],"domain_scores_gemma":[0.9997163,0.0001056607,0.00006546102,0.00005917374,0.000004408951,0.00004899402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003847327,0.00004385303,0.9966291,0.00000335675,0.00003127838,0.000004300756,0.0002157064,0.00001215443,0.0006969033,0.0001844653,0.001164243,0.0009762351],"study_design_scores_gemma":[0.001800428,0.0001036566,0.9811985,0.00004023297,0.00001616705,0.000005501098,0.0005206871,0.000003240215,0.00005894319,0.00002155448,0.01613881,0.00009232014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970708,0.0006699458,0.00005993446,0.0000840931,0.00013746,0.0001285502,0.00001701307,0.000006610264,0.001825632],"genre_scores_gemma":[0.9978851,0.00003187322,0.00001009115,0.0013094,0.00001163574,0.00001748898,0.0003408225,0.000005353002,0.0003882423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5144306,"threshold_uncertainty_score":0.9124114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005904733835993806,"score_gpt":0.1930975392467256,"score_spread":0.1871928054107318,"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."}}