{"id":"W2975009613","doi":"10.1097/der.0000000000000278","title":"Preventing Occupational Skin Disease: A Review of Training Programs","year":2017,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Cancer Care Ontario; Occupational Cancer Research Centre","funders":"","keywords":"Medicine; Generalizability theory; Context (archaeology); Health care; Disease; Nursing; Family medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001917742,0.001141352,0.002432738,0.005324854,0.0004528547,0.001325163,0.001482674,0.001281346,0.005367075],"category_scores_gemma":[0.006404819,0.0005055182,0.002408848,0.005380162,0.0004188532,0.001321453,0.0007994617,0.001107034,0.0005721189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119026,"about_ca_system_score_gemma":0.002819103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004713812,"about_ca_topic_score_gemma":0.007592162,"domain_scores_codex":[0.998676,0.0003289455,0.0004181473,0.0001725057,0.0003472148,0.00005711868],"domain_scores_gemma":[0.9961378,0.002884973,0.0004561214,0.00004402118,0.0003970947,0.00008002114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001682808,0.0001021363,0.0003064258,0.3906995,0.0007881673,0.00009582417,0.0002350301,0.0001860914,0.0002832507,0.0005491725,0.006056993,0.6005292],"study_design_scores_gemma":[0.0001719354,0.000530494,0.006632215,0.562673,0.007711729,0.001512801,0.0005422566,0.0001521168,0.0006871724,0.0007458695,0.4185873,0.00005313945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001888316,0.9993342,0.00003076124,0.00007393256,0.00004486833,0.00001991358,0.00003834287,0.000002671443,0.0002665142],"genre_scores_gemma":[0.0009564179,0.998709,0.000132418,0.00007294351,0.00002193079,0.00001968107,0.00002798039,0.000001222984,0.00005851904],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005367075,"threshold_uncertainty_score":0.01795465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1383083296966268,"score_gpt":0.3983359334471927,"score_spread":0.2600276037505659,"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."}}