{"id":"W2790583140","doi":"10.1097/der.0000000000000361","title":"Occupational Contact Dermatitis in the Canadian Aircraft Industry","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Occupational Therapy Foundation; McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Medicine; Contact dermatitis; Dermatology; Immunology; Allergy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003226164,0.0002149013,0.0001711741,0.002243717,0.001440529,0.0005754859,0.0004696852,0.0002978576,0.003215519],"category_scores_gemma":[0.001150438,0.0001758859,0.0002437052,0.00359029,0.0003600714,0.0002097867,0.0004071679,0.0002514137,0.0002733365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006284676,"about_ca_system_score_gemma":0.007895618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9202097,"about_ca_topic_score_gemma":0.9510984,"domain_scores_codex":[0.9994041,0.00002496709,0.00003493334,0.00005802349,0.0003120757,0.0001660279],"domain_scores_gemma":[0.9993389,0.00005096506,0.0001898878,0.00001929868,0.0002673117,0.0001335872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003417817,0.00002221693,0.9866025,0.00009382631,0.0000156163,0.0009758886,0.0004902216,0.00005963866,0.0003667903,0.00006815796,0.001172805,0.01009815],"study_design_scores_gemma":[0.000001210777,0.00001316598,0.9970392,0.00003205397,0.000007612019,0.0009084821,0.0004587582,0.00004470445,0.00004413789,0.00001204198,0.001435325,0.00000325609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869822,0.003523441,0.000115505,0.0001991068,0.00001487215,0.0000419898,0.002475919,0.00001507469,0.00663205],"genre_scores_gemma":[0.9968065,0.001519454,0.0001182651,0.00004957964,0.000006323823,0.000008057488,0.0009024692,0.000001640369,0.0005877611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07979029,"threshold_uncertainty_score":0.1605203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02109075190324239,"score_gpt":0.2742665195779068,"score_spread":0.2531757676746644,"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."}}