{"id":"W2159212175","doi":"10.1136/thorax.58.6.514","title":"New onset asthma and respiratory symptoms are more prevalent in radiographers than in physiotherapists","year":2003,"lang":"en","type":"article","venue":"Thorax","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Center, University of Pittsburgh; Medical Research Council Canada; Canadian Lung Association; Medical Research Council; Canadian Thoracic Society; University of Pittsburgh","keywords":"Medicine; Asthma; Internal medicine; Gastroenterology; Respiratory system; Gynecology","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001190505,0.0001375157,0.0002494705,0.0003039629,0.0001867229,0.00000607625,0.0001129544,0.0001695138,0.0003715178],"category_scores_gemma":[0.0001614571,0.000125313,0.00003507188,0.0005474197,0.00005653113,0.00009047012,0.0000308589,0.0006238183,0.00006100296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001791609,"about_ca_system_score_gemma":0.0006810315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006964499,"about_ca_topic_score_gemma":0.00171278,"domain_scores_codex":[0.9972622,0.001137856,0.0004018412,0.0002976741,0.0003054036,0.0005950468],"domain_scores_gemma":[0.9988447,0.0004374429,0.00009877164,0.000265867,0.00004932675,0.0003038453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002954587,0.00005346208,0.9887844,0.0004926336,0.000005077925,0.000008868708,0.001452406,0.00001026079,0.00003669037,0.0006350981,0.001794745,0.006430881],"study_design_scores_gemma":[0.001392159,0.00009909618,0.9896343,0.0005088937,8.620261e-7,8.301598e-7,0.00060872,0.00004616893,0.00001020636,0.0008475794,0.006735787,0.0001154503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925821,0.003011931,0.00002961903,0.0009585004,0.0001694192,0.001159845,0.00002224348,0.00002925387,0.002037024],"genre_scores_gemma":[0.9971138,0.0003502785,0.0003165225,0.0009814104,0.00008458245,0.0001466757,0.000008237832,0.00002604815,0.0009725016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006315431,"threshold_uncertainty_score":0.5110116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05611994307817847,"score_gpt":0.4525488695464172,"score_spread":0.3964289264682387,"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."}}