{"id":"W2117942614","doi":"10.1183/09031936.00198209","title":"Factors influencing duration of exposure with symptoms and costs of occupational asthma","year":2010,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Duration (music); Asthma; Medicine; Occupational asthma; Exposure duration; Environmental health; Occupational exposure; 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":[0.0005108512,0.0001200268,0.0001980528,0.0001717012,0.00008068352,0.00001949735,0.00006565339,0.00003793938,0.00008424073],"category_scores_gemma":[0.0001540605,0.00008240217,0.00005257277,0.0001180048,0.0001204463,0.0001853109,0.00002038063,0.0003478785,0.000002805917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001618407,"about_ca_system_score_gemma":0.0002035798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001846245,"about_ca_topic_score_gemma":0.000007226386,"domain_scores_codex":[0.9987799,0.0001103493,0.0004783939,0.0001207735,0.0004034597,0.000107123],"domain_scores_gemma":[0.998801,0.00005955177,0.0004257038,0.0001377115,0.0004300188,0.000146037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000322662,0.00005695905,0.8567796,0.00002090278,0.00004615018,0.00003108411,0.0003407401,0.0000165727,0.1366752,0.0003248855,0.00007477547,0.005310457],"study_design_scores_gemma":[0.00114381,0.001098537,0.983498,0.0001527991,0.00002416596,0.0001617613,0.0001484525,0.000005894014,0.0124252,0.000003651719,0.001258057,0.0000796535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980981,0.000101975,0.0001850244,0.00001865487,0.00009261387,0.00008722305,0.000009549922,0.000009828324,0.001396981],"genre_scores_gemma":[0.9990187,0.000002332605,0.0005546235,0.0001279082,0.000243051,3.917909e-7,0.000006441301,0.00001974431,0.00002677537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1267184,"threshold_uncertainty_score":0.3360263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208836360851523,"score_gpt":0.274106812779259,"score_spread":0.2520184491707437,"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."}}