{"id":"W2050895515","doi":"10.1016/j.iac.2011.07.006","title":"Work-Related Asthma: A Case-Based Approach to Management","year":2011,"lang":"en","type":"review","venue":"Immunology and Allergy Clinics of North America","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Asthma; Medicine; Asthma management; Work (physics); Intensive care medicine; Work-up; Compensation (psychology); Immunology; Surgery; Psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001578937,0.000426242,0.001937238,0.0003825965,0.00007650445,0.000005379026,0.0002078152,0.0003634589,0.00007832321],"category_scores_gemma":[0.00005025733,0.0003474938,0.0004655349,0.0006236457,0.0003230912,0.00002499352,0.0001595681,0.0005846824,0.0001108367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002394058,"about_ca_system_score_gemma":0.0002018798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002656573,"about_ca_topic_score_gemma":0.000004966068,"domain_scores_codex":[0.9977098,0.0001554683,0.001112222,0.0005729789,0.0001269419,0.0003225633],"domain_scores_gemma":[0.9983131,0.0002099904,0.000626485,0.0005948322,0.0001111749,0.000144458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002079945,0.0005506889,0.0001014757,0.001451943,0.00229544,0.0003992541,0.00004569822,0.000006453609,8.347396e-9,0.000235039,0.0003314646,0.9943745],"study_design_scores_gemma":[0.000733765,0.0008184668,0.0009841139,0.001813657,0.000555169,0.0003332114,0.00002285544,0.00000406976,5.558324e-8,0.000009293655,0.9944341,0.0002911968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003255194,0.9923968,0.0006443661,0.00004382241,0.0002232977,0.0008334208,0.0000375885,0.00004791218,0.005447243],"genre_scores_gemma":[0.00058094,0.9904426,0.006948004,0.0003175123,0.00004910215,0.0001333016,0.0005900912,0.00005199149,0.000886491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9941027,"threshold_uncertainty_score":0.9998977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03711434397793524,"score_gpt":0.3129111359978006,"score_spread":0.2757967920198654,"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."}}