{"id":"W3135061141","doi":"10.1097/der.0000000000000729","title":"North American Contact Dermatitis Group Patch Test Results: 2017–2018","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Health Sciences Centre; University of Ottawa; Montreal General Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Patch test; Allergen; Contact dermatitis; Confidence interval; Allergic contact dermatitis; Dermatology; Patch testing; Allergy; Internal medicine; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009774473,0.0003763796,0.0007880883,0.0001433986,0.0002376786,0.0001819241,0.0001890902,0.00008368169,0.0004355441],"category_scores_gemma":[0.0005517607,0.0003656818,0.000254172,0.0006347791,0.0001455486,0.0003975208,0.0001314635,0.0003570816,0.0006596863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395279,"about_ca_system_score_gemma":0.0002031919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001185314,"about_ca_topic_score_gemma":0.02159837,"domain_scores_codex":[0.9973711,0.0001040579,0.0008698619,0.0004955611,0.0005594342,0.0006000078],"domain_scores_gemma":[0.9977548,0.0003842601,0.0003262014,0.0008520715,0.0003123119,0.0003703225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001427168,0.0004232952,0.3118273,0.0002682773,0.0002249029,0.005880584,0.001165594,0.000001563409,0.000442481,0.0002071293,0.6451323,0.03441229],"study_design_scores_gemma":[0.001739036,0.0001797383,0.6516376,0.0002052085,0.00006849776,0.001807058,0.0004078072,0.0001688243,0.001011678,0.00002010998,0.3424595,0.0002949797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8865381,0.001621657,0.0007060281,0.05321905,0.0008505539,0.0007509583,0.003109643,0.000579867,0.05262418],"genre_scores_gemma":[0.9697019,0.002559619,0.001950586,0.02233398,0.0003486573,0.00006125952,0.00163708,0.00005797288,0.001348985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3398103,"threshold_uncertainty_score":0.9998795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394501884094886,"score_gpt":0.2469391991055123,"score_spread":0.2329941802645634,"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."}}