{"id":"W2037203787","doi":"10.1378/chest.06-0492","title":"A Systematic Review of the Diagnosis of Occupational Asthma","year":2007,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Capital District Health Authority; Provincial Laboratory of Public Health; Université de Montréal; University of Alberta","funders":"","keywords":"Medicine; Confidence interval; Occupational asthma; Asthma; Immunoglobulin E; Internal medicine; Provocation test; Clinical trial; Immunology; Pathology; Alternative medicine; Antibody","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001455225,0.0002509707,0.002700981,0.00018479,0.000051222,0.000007987299,0.0003050314,0.0001634606,0.0002731752],"category_scores_gemma":[0.001544867,0.0001270929,0.001553835,0.0005028672,0.0000858023,0.00004221714,0.0000479209,0.0005590346,0.00002106764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073219,"about_ca_system_score_gemma":0.001171682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001246124,"about_ca_topic_score_gemma":4.773025e-7,"domain_scores_codex":[0.996493,0.0002205134,0.002114,0.000129992,0.0008894475,0.0001529836],"domain_scores_gemma":[0.9958436,0.0005048629,0.002579942,0.0003964792,0.0005622737,0.0001128699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00000636725,0.0001019183,0.0001832156,0.9615973,0.0003602705,0.00001261679,0.00001264009,3.149927e-8,8.670777e-8,0.00008026831,0.001668374,0.0359769],"study_design_scores_gemma":[0.000115911,0.00006203786,0.0004188751,0.7288872,0.002276737,0.00126665,0.000004488875,1.379198e-7,0.000004415598,0.00000598375,0.2668838,0.00007377929],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005185817,0.9980195,0.00005265246,0.00007237385,0.0002366509,0.001064977,0.00004090809,0.000003692194,0.0005041253],"genre_scores_gemma":[0.00001637591,0.9986522,0.0003799536,0.0002377296,0.0003763821,0.00004620949,0.00003184839,0.00002586793,0.0002334775],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2652154,"threshold_uncertainty_score":0.5182697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08682459383230547,"score_gpt":0.3991809240663949,"score_spread":0.3123563302340894,"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."}}