{"id":"W4401786808","doi":"10.1111/cod.14677","title":"Photopatch testing: Clinical characteristics, test results, and final diagnoses from the North American Contact Dermatitis Group, 2009–2020","year":2024,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Skin Protection and Aging","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; McGill University Health Centre; University of Ottawa","funders":"","keywords":"Dermatology; Contact dermatitis; Medicine; Allergic contact dermatitis; Patch test; Patch testing; Contact allergy; Irritant contact dermatitis; Test (biology); Allergy; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003967815,0.0002450583,0.0002494018,0.00163272,0.0003770606,0.0003662282,0.0002659139,0.0003818126,0.003218189],"category_scores_gemma":[0.001112734,0.0001512962,0.0002980201,0.001272634,0.000179517,0.0004588948,0.0003405144,0.0002700326,0.0007568774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004717734,"about_ca_system_score_gemma":0.0003282671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005249252,"about_ca_topic_score_gemma":0.005305455,"domain_scores_codex":[0.9995541,0.00004790445,0.00008082261,0.0000854786,0.0001661114,0.00006561495],"domain_scores_gemma":[0.9989291,0.000116577,0.0005930739,0.0000313003,0.0001767493,0.0001532815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007330618,0.00002152595,0.9974482,0.00001715171,0.00001635184,0.0001945803,0.00003575235,0.00002454578,0.000183778,0.000004466817,0.0005331346,0.00144707],"study_design_scores_gemma":[0.00000476246,0.00004751488,0.9979807,0.000009047255,0.00001041377,0.001364973,0.0000923187,0.00005406648,0.00005324836,0.000006463457,0.0003746146,0.000001992455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901266,0.001023668,0.0001524395,0.00008630001,0.00001736592,0.00006737429,0.004777726,0.00002506688,0.003723499],"genre_scores_gemma":[0.9953564,0.0002379638,0.0001433634,0.00007330476,0.0000179393,0.00005121251,0.003716412,0.000003927167,0.0003995532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005249252,"threshold_uncertainty_score":0.01076597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03865868911374514,"score_gpt":0.3010011561594388,"score_spread":0.2623424670456937,"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."}}