{"id":"W4377089915","doi":"10.1097/der.0000000000000948","title":"Patch Testing with Cobalt in Adults: A North American Contact Dermatitis Group Experience, 2001–2018","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec; McGill University; Health Sciences Centre; University of Ottawa; Montreal General Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Cobalt; Patch test; Medicine; Allergic contact dermatitis; Contact dermatitis; Patch testing; Dermatology; Allergy; Immunology; Metallurgy","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":[0.0005226939,0.0001829021,0.0002404307,0.0005329291,0.0006777014,0.0004604957,0.0002068177,0.0003262998,0.001276256],"category_scores_gemma":[0.0014691,0.0002247172,0.0001948876,0.0008008594,0.0003316095,0.0005329042,0.0005076905,0.0003464278,0.0001904436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004961832,"about_ca_system_score_gemma":0.0004515581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008270393,"about_ca_topic_score_gemma":0.01340765,"domain_scores_codex":[0.999482,0.0001166012,0.00005927305,0.00009977685,0.0001490413,0.00009345239],"domain_scores_gemma":[0.9990043,0.000187305,0.0004089979,0.00004596074,0.0001615314,0.0001919683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004899419,0.0001171625,0.9929926,0.00002964967,0.00001394994,0.001043129,0.001047176,0.00001513602,0.0003481892,0.000009418545,0.0003073172,0.004027369],"study_design_scores_gemma":[0.00000626063,0.0002801276,0.9910039,0.00001967776,0.00001976311,0.005806319,0.001751454,0.00006957663,0.0001571002,0.000009791494,0.0008726594,0.000003299083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986261,0.000355234,0.00004275347,0.00006208876,0.000004635313,0.00001049301,0.0000519209,0.000002944927,0.0008439586],"genre_scores_gemma":[0.99922,0.0003843347,0.00004344967,0.00008250969,0.000008545431,0.000004858403,0.00006991429,0.000001585054,0.0001847496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008270393,"threshold_uncertainty_score":0.0164445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723255264298307,"score_gpt":0.2515158981098736,"score_spread":0.2342833454668906,"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."}}