{"id":"W2901519773","doi":"10.1097/der.0000000000000417","title":"North American Contact Dermatitis Group Patch Test Results: 2015–2016","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":271,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Ottawa; Royal Victoria Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Patch test; Allergen; Contact dermatitis; Allergic contact dermatitis; Confidence interval; Ammonium persulfate; Dermatology; Patch testing; Internal medicine; Allergy; 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":[0.001655396,0.0004321268,0.0003631655,0.003124535,0.0004181528,0.0009910455,0.0005336389,0.0003666965,0.006151353],"category_scores_gemma":[0.003453179,0.0001727166,0.0005121361,0.00264856,0.0002597715,0.0007784861,0.0005988415,0.0004735098,0.001783755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009773858,"about_ca_system_score_gemma":0.0006903931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01046955,"about_ca_topic_score_gemma":0.009755787,"domain_scores_codex":[0.9973258,0.0004021151,0.000532066,0.0005681037,0.0009829883,0.0001889634],"domain_scores_gemma":[0.9938029,0.0004355755,0.003670538,0.0002542214,0.00152637,0.0003103195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000285548,0.00007058573,0.9598343,0.0003058891,0.0001363804,0.0001071036,0.0001230636,0.0001671889,0.000416698,0.00009383062,0.01146269,0.02699674],"study_design_scores_gemma":[0.00001241208,0.00007814858,0.9920629,0.0001084515,0.00004558814,0.0006547023,0.0001104659,0.0001985995,0.0002318502,0.00003841631,0.006452176,0.000006309005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8590444,0.01279374,0.002119277,0.0007785893,0.0005401286,0.0005934025,0.0768043,0.0006041402,0.04672219],"genre_scores_gemma":[0.9640605,0.002351504,0.001269419,0.000320787,0.0002020481,0.0002205839,0.02818118,0.00005184186,0.003342137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01046955,"threshold_uncertainty_score":0.02081722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010409814334544,"score_gpt":0.2530916194803899,"score_spread":0.2426818051458459,"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."}}