{"id":"W2537248990","doi":"10.1097/der.0000000000000231","title":"Occupational Contact Dermatitis in Mechanics and Repairers Referred for Patch Testing: Retrospective Analysis From the North American Contact Dermatitis Group 1998–2014","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Royal Victoria Hospital; University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; McGill University","funders":"","keywords":"Patch testing; Contact dermatitis; Medicine; Irritant contact dermatitis; Dermatology; Occupational medicine; Occupational exposure; Environmental health; Allergy","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":[0.0004546545,0.0003259967,0.0004630916,0.001764186,0.0006517516,0.0004897037,0.0004976751,0.0004989483,0.001568148],"category_scores_gemma":[0.0009397155,0.0004847913,0.0004637208,0.001938088,0.0003760085,0.0005707247,0.0005594586,0.0003871826,0.0003039003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005239355,"about_ca_system_score_gemma":0.0004761912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01496143,"about_ca_topic_score_gemma":0.01585588,"domain_scores_codex":[0.9991949,0.0001112312,0.00009320556,0.0002212139,0.0002542436,0.0001253233],"domain_scores_gemma":[0.9986799,0.000163925,0.000667439,0.00008624492,0.0002319114,0.000170569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003137474,0.00002798496,0.9990501,0.000009425375,0.00002051225,0.0001326645,0.00006885195,0.000008919164,0.0001143373,0.000002453764,0.00005995102,0.0004734317],"study_design_scores_gemma":[0.000002491482,0.00004361373,0.9991639,0.000005325385,0.0000125818,0.0004170884,0.0002043734,0.00003236295,0.00002511237,0.000002027381,0.00009002224,0.000001164132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990926,0.0002217171,0.00003285849,0.0000101166,0.00000326589,0.0000144275,0.0002951151,0.000002339467,0.0003275976],"genre_scores_gemma":[0.9992086,0.000179898,0.00003713053,0.00002923038,0.000008579024,0.00001769712,0.0004227815,0.000001431536,0.00009465107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01496143,"threshold_uncertainty_score":0.02974868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837532438742873,"score_gpt":0.25469313676537,"score_spread":0.2363178123779413,"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."}}