{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008863478,0.0002388977,0.0003853876,0.001873417,0.0005105688,0.000560895,0.0003934413,0.0003107233,0.001025352],"category_scores_gemma":[0.001463369,0.0003869815,0.0003948365,0.002768037,0.0002821449,0.0004163113,0.0005137863,0.0003549519,0.0002877871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006441376,"about_ca_system_score_gemma":0.0007106588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.021477,"about_ca_topic_score_gemma":0.02464081,"domain_scores_codex":[0.9988157,0.0002074433,0.0002227784,0.0002541828,0.0003550489,0.0001448624],"domain_scores_gemma":[0.9979298,0.000279049,0.001108586,0.000183574,0.0003271349,0.0001717867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000312458,0.00001467015,0.9989879,0.00001592281,0.00002355881,0.00005247779,0.00005544387,0.000008729889,0.00005699012,0.000002634508,0.0001202344,0.0006300491],"study_design_scores_gemma":[0.000003432921,0.00003616485,0.9992174,0.00001061493,0.00001972031,0.0002026678,0.0001842127,0.00003348647,0.0000312197,0.000002244094,0.0002574572,0.000001489842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966475,0.0005806893,0.00008239827,0.00002180588,0.000005927935,0.00003544666,0.002043289,0.000006697209,0.0005761305],"genre_scores_gemma":[0.9967911,0.0004525152,0.0001111078,0.00005535588,0.00001401887,0.00004177286,0.002387598,0.000003008856,0.0001435599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.021477,"threshold_uncertainty_score":0.04270399,"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."}}