{"id":"W1985702070","doi":"10.1378/chest.08-1250","title":"Diagnosis and Management of Work-Related Asthma","year":2008,"lang":"en","type":"editorial","venue":"CHEST Journal","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Asthma; Occupational asthma; Medicine; Scopus; Asthma management; Family medicine; Pediatrics; MEDLINE; Internal medicine; Law; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006477919,0.003920609,0.006675638,0.004638921,0.002406948,0.006144844,0.004936491,0.02126078,0.004689753],"category_scores_gemma":[0.03005909,0.001708269,0.003551768,0.001985337,0.002392294,0.003967797,0.00143796,0.0316471,0.00459578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003600331,"about_ca_system_score_gemma":0.0025403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002737852,"about_ca_topic_score_gemma":0.007147562,"domain_scores_codex":[0.993677,0.001378906,0.001515437,0.000531209,0.002529631,0.0003678598],"domain_scores_gemma":[0.9702829,0.0114456,0.001891131,0.0005186587,0.01283731,0.003024473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008923147,0.00003222464,0.0001333553,0.0008180839,0.00009165372,0.0004701747,0.0000166537,0.00005399449,0.00005892049,0.0002324826,0.9840263,0.01397696],"study_design_scores_gemma":[0.0004098649,0.0001586175,0.00301857,0.003311436,0.0006331184,0.003095517,0.0001324576,0.0007640927,0.0001936667,0.001050288,0.9871616,0.00007074173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005773858,0.02428814,0.0001696085,0.02722214,0.9471309,0.0000180526,0.00003457995,0.00003987175,0.001039043],"genre_scores_gemma":[0.0006231878,0.01112668,0.0001444999,0.01442808,0.9719197,0.00001784335,0.00003027058,0.00001085026,0.001698964],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02126078,"threshold_uncertainty_score":0.03425896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319942150005447,"score_gpt":0.2718143469753934,"score_spread":0.2586149254753389,"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."}}