{"id":"W2296898612","doi":"10.1155/2011/329805","title":"Direct Costs of Occupational Asthma due to Sensitization in Quebec (1988 to 2002): Revisited","year":2011,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Rehabilitation; Asthma; Demography; Occupational asthma; Multivariate analysis; Gerontology; Physical therapy; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004498463,0.000133824,0.0002903568,0.001087503,0.00007772289,0.00002198632,0.00009150664,0.00009337624,0.001080369],"category_scores_gemma":[0.0004241297,0.0001334478,0.00006918268,0.0006649061,0.00002490721,0.0001307735,0.00001207155,0.0001938279,0.0001568454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000667128,"about_ca_system_score_gemma":0.002084659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06032602,"about_ca_topic_score_gemma":0.5279239,"domain_scores_codex":[0.9986033,0.0001103249,0.0004931851,0.0001877329,0.0003078296,0.0002976451],"domain_scores_gemma":[0.9980778,0.00003955133,0.0001165215,0.000179723,0.0005133299,0.001073136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0020923,0.0002297312,0.7823638,0.00008002901,0.0001450172,0.00373695,0.002921026,0.0003406253,0.01262755,0.003860967,0.1187565,0.07284551],"study_design_scores_gemma":[0.0006281956,0.0003303113,0.9512998,0.0003471333,0.00001173223,0.0001576698,0.00007071638,0.00001469037,0.002014459,0.00001439458,0.04496024,0.0001506865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831735,0.0002153625,0.0005418771,0.000716995,0.0002059341,0.0004156185,0.00008623522,0.00001009812,0.01463441],"genre_scores_gemma":[0.9903466,0.000001798609,0.001085702,0.007339372,0.0003508981,0.00000620016,0.00001727063,0.00002231697,0.0008298314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4675978,"threshold_uncertainty_score":0.9998327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03057154012590307,"score_gpt":0.2792708807778941,"score_spread":0.248699340651991,"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."}}