{"id":"W6990020689","doi":"","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":"eScholarship@McGill (McGill)","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; Canadian Dermatology Foundation","keywords":"Contact dermatitis; Contact allergy; Aircraft industry; Allergic contact dermatitis; Alkyl; Irritant contact dermatitis","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0002750084,0.0002721855,0.0001379483,0.001116352,0.001739402,0.0005077566,0.0002685804,0.0003459758,0.008238419],"category_scores_gemma":[0.0003287616,0.00008286726,0.0002581319,0.001963118,0.0003700427,0.0001587495,0.0001952602,0.0002618406,0.0004345659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007623186,"about_ca_system_score_gemma":0.01147956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9373881,"about_ca_topic_score_gemma":0.9752225,"domain_scores_codex":[0.999762,0.00001365391,0.000007331009,0.00001674607,0.0001092782,0.00009092176],"domain_scores_gemma":[0.9998243,0.00001127007,0.00001254079,0.000001901486,0.0001074527,0.00004254373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008994192,0.0009613308,0.4832915,0.001659265,0.0000948965,0.006592236,0.01806563,0.0007771771,0.01619521,0.003377945,0.07495124,0.3931342],"study_design_scores_gemma":[0.000008932881,0.0001531364,0.9436368,0.0002109545,0.00003225813,0.0009411472,0.01086113,0.0001191316,0.0007924736,0.000123688,0.04310466,0.00001553946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8859261,0.0302352,0.0001124275,0.002276239,0.0002203618,0.0001667132,0.0009555087,0.00001482905,0.08009259],"genre_scores_gemma":[0.9077559,0.03471689,0.0002779145,0.0004809823,0.00007820926,0.0000167859,0.0005598011,0.000005711953,0.05610783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06261194,"threshold_uncertainty_score":0.1259613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639503301121441,"score_gpt":0.2509877007653022,"score_spread":0.2345926677540878,"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."}}