{"id":"W4205732890","doi":"10.1097/der.0000000000000847","title":"Occupational Contact Dermatitis in Dental Personnel: A Retrospective Analysis of the North American Contact Dermatitis Group Data, 2001 to 2018","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université Laval; Montreal General Hospital; University of Ottawa; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Contact dermatitis; Patch testing; Retrospective cohort study; Allergic contact dermatitis; Patch test","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002976238,0.0003934193,0.001223529,0.0009292125,0.0004563556,0.00008518779,0.0008613562,0.00005076409,0.001984843],"category_scores_gemma":[0.000228564,0.0003607469,0.000407592,0.003661098,0.0001381199,0.0005096222,0.0008043362,0.0005208916,0.00003518581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008310337,"about_ca_system_score_gemma":0.0002857039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01528773,"about_ca_topic_score_gemma":0.1233882,"domain_scores_codex":[0.9960035,0.0003723901,0.001072308,0.0006292273,0.001301427,0.0006211296],"domain_scores_gemma":[0.9974697,0.0002328139,0.0005971606,0.001270848,0.0001693851,0.0002600873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002355778,0.0002863913,0.9328491,0.00005560974,0.0009838324,0.0001754465,0.003173789,0.0001649295,0.0001136638,0.0001884937,0.06094895,0.001036253],"study_design_scores_gemma":[0.001494998,0.000272163,0.970515,0.00008606361,0.000636864,0.0002941474,0.003435999,0.005718172,0.00005593691,0.000008184969,0.01711187,0.0003706721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864115,0.0001839905,0.0004149307,0.004587468,0.0003410995,0.001075722,0.005925123,0.00007000654,0.0009901449],"genre_scores_gemma":[0.9827216,0.0001393651,0.0006102202,0.01378934,0.00008278351,0.0002257886,0.00228445,0.00004601536,0.0001003821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1081004,"threshold_uncertainty_score":0.9998844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783528120382052,"score_gpt":0.2712870862904435,"score_spread":0.2534518050866229,"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."}}