{"id":"W4238095265","doi":"10.5588/ijtld.19.0301","title":"Occupational asthma","year":2020,"lang":"en","type":"article","venue":"The International Journal of Tuberculosis and Lung Disease","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Asthma; Occupational asthma; Epidemiology; Intensive care medicine; Pediatrics; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001420608,0.00008032299,0.0001273896,0.00005179034,0.0000444491,0.00004551192,0.0001597124,0.00001804843,0.0002808475],"category_scores_gemma":[0.0002149179,0.00004924843,0.0001502284,0.00006085457,0.00004679044,0.0001319428,0.00004716057,0.0001349149,0.00001227066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002779213,"about_ca_system_score_gemma":0.0001849889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004095808,"about_ca_topic_score_gemma":4.133003e-7,"domain_scores_codex":[0.9989272,0.00002441694,0.0002798261,0.00008657658,0.0006117233,0.00007029585],"domain_scores_gemma":[0.9990433,0.00007056943,0.000142501,0.00006002916,0.000396868,0.0002867416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01337673,0.0006725322,0.7871527,0.0001226609,0.002347931,0.0008427548,0.001094596,0.0004886222,0.004799623,0.01026189,0.1413813,0.03745863],"study_design_scores_gemma":[0.001627378,0.0001945062,0.9666871,0.0001176795,0.0002523958,0.0002312732,0.00009634638,0.005905299,0.0003028874,0.0003704505,0.02410855,0.0001060761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877014,0.002040926,0.0005081578,0.1088885,0.000264632,0.00009080586,0.00003939614,0.00000890421,0.0004573048],"genre_scores_gemma":[0.987573,0.0001381391,0.0002155999,0.01080825,0.001182405,0.000001584911,0.00001747147,0.000007569661,0.00005603603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1795345,"threshold_uncertainty_score":0.3075083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504346575140963,"score_gpt":0.2902227324519236,"score_spread":0.275179266700514,"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."}}