{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009308804,0.0003777512,0.0003059165,0.002115317,0.0004779889,0.0009349301,0.0004615093,0.0004094275,0.009099318],"category_scores_gemma":[0.002342225,0.000131592,0.000355148,0.002476126,0.0002536836,0.0007241291,0.0004953064,0.0004776806,0.002367568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007361601,"about_ca_system_score_gemma":0.0006084678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008983675,"about_ca_topic_score_gemma":0.007313685,"domain_scores_codex":[0.9982877,0.0002415272,0.0002744769,0.0003319159,0.0006880758,0.0001762782],"domain_scores_gemma":[0.9953407,0.0003181944,0.002900097,0.0001445219,0.001048733,0.0002477059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002505567,0.0000651591,0.9627911,0.0002198107,0.00005878237,0.0002441618,0.000120099,0.00008724193,0.000452929,0.0000741047,0.01101536,0.02462074],"study_design_scores_gemma":[0.00001222414,0.00006922587,0.9911555,0.00009962728,0.00002766502,0.001272537,0.0001421103,0.0001331535,0.0001812228,0.00003892826,0.006863041,0.000004776658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8915782,0.0130062,0.001472518,0.001115085,0.0004824787,0.000517079,0.03705853,0.0004914752,0.05427843],"genre_scores_gemma":[0.9829214,0.002212382,0.0008195589,0.0002696559,0.0002103986,0.0001811258,0.01021129,0.00004544641,0.003128802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009099318,"threshold_uncertainty_score":0.03044021,"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."}}