{"id":"W2097984453","doi":"10.1183/09031936.06.00062105","title":"An ATS/ERS report: 100 key questions and needs in occupational asthma","year":2006,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Toronto Western Hospital; University of Toronto","funders":"University Health Network","keywords":"Medicine; Occupational asthma; Asthma; Work (physics); Key (lock); Medical education; Immunology; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001148225,0.0001512112,0.0001838362,0.000462944,0.0001829587,0.00009298802,0.00008242229,0.00004445371,0.0001555072],"category_scores_gemma":[0.0001173565,0.0001356361,0.00006716574,0.0002761632,0.00008557487,0.0002906088,0.00002242727,0.0004194353,0.00005873604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007745625,"about_ca_system_score_gemma":0.0002648151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002412654,"about_ca_topic_score_gemma":0.00002278609,"domain_scores_codex":[0.9982505,0.0003175184,0.0006209737,0.0002038175,0.000388239,0.0002189695],"domain_scores_gemma":[0.9991053,0.00003456661,0.0002175326,0.000212145,0.0001905656,0.0002398333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002929391,0.0003850339,0.9594862,0.00001456699,0.00002600344,0.0074134,0.0002369487,0.0003634578,0.008257706,0.001918479,0.01101247,0.01059279],"study_design_scores_gemma":[0.001056736,0.0003584902,0.8629633,0.00007568825,0.00001199836,0.002987095,0.00007070589,0.00004248471,0.00009850566,0.00009167493,0.1321171,0.0001262582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717599,0.0006316308,0.0005769172,0.0003254587,0.0001688086,0.0001012967,0.000007098184,0.000040491,0.02638847],"genre_scores_gemma":[0.9952059,0.000009292792,0.001379794,0.0009933547,0.001558429,0.000001597131,0.00003412312,0.00003473502,0.0007827706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1211047,"threshold_uncertainty_score":0.5531079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097892771850608,"score_gpt":0.2986416305228821,"score_spread":0.277662702804376,"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."}}