{"id":"W2053995188","doi":"10.1378/chest.12-2776","title":"When Should Specific Occupational Challenge Tests Be Performed?","year":2013,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine","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":[0.002202782,0.000991701,0.001636575,0.001320135,0.004943492,0.004098395,0.001921076,0.07637535,0.009456065],"category_scores_gemma":[0.02842535,0.001102294,0.002096976,0.0009469024,0.002541676,0.004387368,0.001824637,0.04467674,0.006513215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005020969,"about_ca_system_score_gemma":0.005026537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029582,"about_ca_topic_score_gemma":0.01834953,"domain_scores_codex":[0.9963069,0.0009347094,0.0007128983,0.0004139085,0.0007886002,0.0008429969],"domain_scores_gemma":[0.9923376,0.003085154,0.0008647409,0.0002243352,0.001473027,0.002015148],"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":[0.000146412,0.0002758946,0.01462395,0.0001886051,0.00007673352,0.1153428,0.0006408489,0.0004499769,0.0008529151,0.003282091,0.8401009,0.02401871],"study_design_scores_gemma":[0.0004633708,0.0004314877,0.02024342,0.003255711,0.0002482936,0.1811595,0.005911568,0.003965424,0.0008926929,0.03115794,0.7519262,0.0003444468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002020007,0.001081676,0.0002428652,0.9794806,0.01070377,0.00002856843,0.00004076141,0.00003569124,0.006365895],"genre_scores_gemma":[0.02274441,0.00188904,0.00128687,0.9051161,0.06045529,0.00007846748,0.00007835158,0.00004362099,0.008307883],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07637535,"threshold_uncertainty_score":0.03642982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048085935104994,"score_gpt":0.3153319599633589,"score_spread":0.2105233664528595,"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."}}