{"id":"W2918673844","doi":"10.1097/der.0000000000000456","title":"Contact Dermatitis in Northeast Italy Mechanics (1996–2016)","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergic contact dermatitis; Confidence interval; Odds ratio; Irritant contact dermatitis; Forearm; Dermatology; Contact dermatitis; Patch test; Population; Sensitization; Internal medicine; Surgery; Allergy; Environmental health; Immunology","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":[0.0003021723,0.0002520774,0.0002274199,0.0008261297,0.0002628616,0.0003606633,0.0002244604,0.0002650983,0.001722307],"category_scores_gemma":[0.0005064679,0.000202478,0.0003723374,0.0010439,0.0002207892,0.0002142609,0.000380884,0.0002023579,0.0003255224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006060367,"about_ca_system_score_gemma":0.0003539064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01617889,"about_ca_topic_score_gemma":0.02295741,"domain_scores_codex":[0.9997023,0.00003902827,0.00003220595,0.00009675631,0.00006591024,0.00006386924],"domain_scores_gemma":[0.9996142,0.00002648314,0.0002536375,0.00001955723,0.00003666735,0.00004941228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005972125,0.00002577425,0.9966857,0.00003007665,0.00002325562,0.0002634997,0.0001456204,0.00002331927,0.0003946274,0.000006103954,0.0001797342,0.00216247],"study_design_scores_gemma":[0.000001437804,0.00003644969,0.9992995,0.000005220761,0.000005932841,0.0003513926,0.00008396082,0.0000166513,0.00001862881,0.000001659309,0.0001784773,7.108476e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984059,0.0006079755,0.00004478444,0.00004306273,0.000006277357,0.00001375883,0.0003847079,0.00000479423,0.0004886963],"genre_scores_gemma":[0.9990792,0.0002503895,0.00004172681,0.00002562983,0.00001053889,0.00001045431,0.0003454936,9.313923e-7,0.0002356538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01617889,"threshold_uncertainty_score":0.03216946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00924715097295989,"score_gpt":0.2284698713781169,"score_spread":0.219222720405157,"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."}}