{"id":"W4392656084","doi":"10.1177/12034754241238695","title":"Challenges and Benefits to Patch Testing for Allergic Contact Dermatitis: A Canadian Patient Perspective","year":2024,"lang":"en","type":"letter","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Allergic contact dermatitis; Patch testing; Perspective (graphical); Dermatology; Contact dermatitis; Allergy; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001731713,0.0006549855,0.0008375531,0.001307028,0.009731567,0.005305993,0.001447598,0.01605982,0.01295811],"category_scores_gemma":[0.01195742,0.0004619563,0.0006763961,0.002253803,0.00416874,0.00208236,0.001400156,0.01336084,0.001540239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03521993,"about_ca_system_score_gemma":0.03739282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7089359,"about_ca_topic_score_gemma":0.8882077,"domain_scores_codex":[0.997422,0.0003545467,0.0002094598,0.0001816884,0.000955216,0.0008770145],"domain_scores_gemma":[0.9906763,0.001999375,0.0005913993,0.00008044007,0.003577471,0.003075001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002077029,0.000220417,0.02846237,0.0004029064,0.00007030877,0.1182028,0.007192841,0.0005929905,0.001141289,0.01497589,0.7762238,0.05230671],"study_design_scores_gemma":[0.000198429,0.0002172373,0.02490751,0.002249767,0.0001691446,0.1451358,0.03461165,0.0007264692,0.0002355778,0.009200678,0.7820238,0.0003239021],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01152847,0.01204152,0.0001285951,0.9251291,0.003582825,0.00002031078,0.00009687043,0.00001797886,0.04745436],"genre_scores_gemma":[0.2550255,0.04287917,0.001489794,0.6442575,0.02119287,0.00002650134,0.0001442449,0.00008352247,0.03490089],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2910641,"threshold_uncertainty_score":0.5855565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05437353234219617,"score_gpt":0.2681733646357531,"score_spread":0.2137998322935569,"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."}}