{"id":"W7162031182","doi":"10.82308/47621","title":"Contact dermatitis caused by alkyl glucosides in the modern cosmetic industry and contact dermatitis in the Canadian aircraft industry","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contact dermatitis; Irritant contact dermatitis; Contact allergy; Occupational exposure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003247329,0.000339678,0.0001539315,0.00143765,0.002113222,0.0005988654,0.0003575824,0.0004038413,0.009659217],"category_scores_gemma":[0.0004887545,0.0001244517,0.00031958,0.002497751,0.0004765186,0.0002917851,0.0003580338,0.0003547186,0.000406255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01134046,"about_ca_system_score_gemma":0.01437256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9589453,"about_ca_topic_score_gemma":0.9732848,"domain_scores_codex":[0.9995467,0.00001982552,0.00001635855,0.00003396138,0.0002496459,0.000133483],"domain_scores_gemma":[0.9996588,0.00001704385,0.00005352267,0.000006621119,0.0001952568,0.00006885594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004670937,0.000330107,0.8640029,0.0008895213,0.00009554468,0.003615353,0.006591018,0.0003124349,0.009701843,0.001212431,0.01090844,0.1018733],"study_design_scores_gemma":[0.000005453352,0.00006530933,0.9792656,0.0000646411,0.00002196578,0.001095728,0.003166687,0.00008755187,0.0004296739,0.0000404162,0.01574467,0.00001220902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659472,0.006848696,0.0002128236,0.0007726821,0.00007965466,0.0001151261,0.00140086,0.00001759674,0.02460531],"genre_scores_gemma":[0.9864466,0.00368484,0.0002113687,0.0001830691,0.0000222405,0.0000128346,0.0005022748,0.000003372731,0.008933398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04105473,"threshold_uncertainty_score":0.08259296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508175244063603,"score_gpt":0.2661002903242677,"score_spread":0.2510185378836317,"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."}}