{"id":"W7154581985","doi":"10.2310/6620.2009.00005kk","title":"Occupational Dermatoses from Metalworking Fluids in Slovakia: Do We Perform the Patch Test Correctly?","year":2009,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Metalworking; Patch test; Patch testing; Test (biology); Contact dermatitis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001974604,0.0004335693,0.0008024796,0.0007635073,0.0007128667,0.001325614,0.0004459832,0.001570262,0.001914466],"category_scores_gemma":[0.004044574,0.0004301122,0.0005485506,0.0006664403,0.0009042309,0.001818264,0.0004404456,0.001170614,0.0006662078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009409904,"about_ca_system_score_gemma":0.001646106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03511069,"about_ca_topic_score_gemma":0.0432639,"domain_scores_codex":[0.9982856,0.0005572655,0.0002612821,0.0001438156,0.0003179384,0.0004340206],"domain_scores_gemma":[0.9981433,0.0004766252,0.0004857994,0.0001251782,0.0005766838,0.0001923755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004766847,0.0003156006,0.9037985,0.000584506,0.0001242006,0.01149492,0.001658093,0.0002020205,0.002386627,0.0002825589,0.008058021,0.07061816],"study_design_scores_gemma":[0.00004182582,0.0002357263,0.9522734,0.001043902,0.0002333869,0.02957221,0.006589986,0.0004170303,0.0006122502,0.0002548493,0.008684139,0.00004127193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549634,0.02305536,0.0008532162,0.009903146,0.0005554552,0.00004405246,0.0001790256,0.00004793859,0.01039837],"genre_scores_gemma":[0.988597,0.007929366,0.0005412135,0.001683849,0.0002063164,0.000009555851,0.00009375945,0.00001633594,0.0009226663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03511069,"threshold_uncertainty_score":0.06981266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624829987902306,"score_gpt":0.2591810627513464,"score_spread":0.2429327628723233,"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."}}