{"id":"W4389330169","doi":"10.1089/derm.2023.0139","title":"Patch Testing with Nickel, Cobalt, and Chromium in Patients with Suspected Allergic Contact Dermatitis","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"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":"Medicine; Patch testing; Allergic contact dermatitis; Chromium; Contact dermatitis; Dermatology; Cobalt; Nickel; Metallurgy; Allergy; Immunology; Materials science","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":[0.0004146,0.0002713576,0.0003845737,0.0007108597,0.0004667373,0.0005269721,0.0002604269,0.0006394153,0.002385808],"category_scores_gemma":[0.002334015,0.0003153996,0.0003018308,0.0008023542,0.000373956,0.0005495824,0.0002838246,0.0005083552,0.0003369313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002488882,"about_ca_system_score_gemma":0.0002754233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002034463,"about_ca_topic_score_gemma":0.001887178,"domain_scores_codex":[0.999473,0.0001334782,0.00006723467,0.0001009381,0.0001329279,0.00009245623],"domain_scores_gemma":[0.9985014,0.0004725857,0.0005930676,0.00005950269,0.0001440412,0.0002294623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000808714,0.00002705494,0.9967088,0.00001293502,0.00001156684,0.001918896,0.00005391195,0.00001667951,0.0001935824,0.000004298792,0.00007993136,0.0008914896],"study_design_scores_gemma":[0.00001613795,0.0002969754,0.9749442,0.00002057252,0.00003496935,0.02355248,0.0003516254,0.0002900122,0.0002295923,0.00001849945,0.0002400418,0.000005042144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986523,0.0004733472,0.00006820062,0.00004727332,0.000007227949,0.000007710102,0.00005728146,0.000005000308,0.000681686],"genre_scores_gemma":[0.9997807,0.00007774797,0.00002916205,0.00002041141,0.000007454773,0.000002185073,0.00003398239,8.007416e-7,0.0000474289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002385808,"threshold_uncertainty_score":0.0079813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085090203787237,"score_gpt":0.2185304328199597,"score_spread":0.2076795307820874,"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."}}