{"id":"W7133234606","doi":"10.2310/6620.2011.00011-d","title":"Skin and Respiratory Exposure Prevention in a Clinical Population with Suspected Work-Related Disease","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Manitoba; University of Toronto","funders":"","keywords":"Disease; Respiratory system; Population; Respiratory disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001433533,0.00008092115,0.000155131,0.00009581076,0.00002644524,0.00000792023,0.00002190642,0.00006892787,0.0001415968],"category_scores_gemma":[0.0000599265,0.00006764314,0.00003510197,0.0001992396,0.00003816468,0.0001333999,0.00001099158,0.0001269941,0.00001579597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001852319,"about_ca_system_score_gemma":0.00004683881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004557901,"about_ca_topic_score_gemma":0.0001284702,"domain_scores_codex":[0.9991401,0.00009736795,0.0003633992,0.0001592014,0.0001416959,0.00009820882],"domain_scores_gemma":[0.9995905,0.0000266687,0.00008993057,0.0001297157,0.00004743191,0.0001158203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001398893,0.000153868,0.9868734,0.00002583027,0.0000193657,0.0001095031,0.0002288831,8.27008e-7,0.000001888303,0.0003555486,0.0003257307,0.0117652],"study_design_scores_gemma":[0.001853455,0.0002524024,0.9967043,0.0002582069,0.00003792065,0.00001307373,0.00002425004,0.00003843202,0.00001629699,0.0004034026,0.0003184298,0.00007979396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980589,0.0002445844,0.00007630436,0.0002408684,0.00004353987,0.0002859847,0.000003233065,0.00003810894,0.001008486],"genre_scores_gemma":[0.9984632,0.00001507893,0.0006848313,0.0005168174,0.00004447549,0.00001707184,0.00009249488,0.00001136665,0.0001546222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01168541,"threshold_uncertainty_score":0.2758407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02786236867162903,"score_gpt":0.2917303847166281,"score_spread":0.263868016044999,"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."}}