{"id":"W2414441288","doi":"10.1097/der.0000000000000152","title":"American Contact Dermatitis Society Contact Allergy Management Program: An Epidemiologic Tool to Quantify Ingredient Usage","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact allergy; Contact dermatitis; Dermatology; Allergic contact dermatitis; Allergy; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001810846,0.0004369188,0.0005223625,0.01120108,0.0003965569,0.0007082327,0.0005575834,0.0004199769,0.004900878],"category_scores_gemma":[0.005143746,0.0002266772,0.0006171059,0.006974388,0.0001291616,0.0008410445,0.0008189346,0.0004840707,0.0008780616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004806858,"about_ca_system_score_gemma":0.0008775239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00664595,"about_ca_topic_score_gemma":0.005543476,"domain_scores_codex":[0.9983546,0.0003790459,0.0004705858,0.0002182691,0.0004894956,0.00008807094],"domain_scores_gemma":[0.9942697,0.00110699,0.002679432,0.0003735337,0.001226656,0.0003437385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001571528,0.0002176628,0.9668978,0.0003280876,0.0001586551,0.0000838105,0.0001878281,0.0003515287,0.0006760531,0.0001159399,0.006821191,0.02400435],"study_design_scores_gemma":[0.00002381576,0.0001365574,0.9933956,0.00006831448,0.00006052344,0.0003955076,0.0002329437,0.001208555,0.0003652572,0.00008326737,0.004018338,0.00001134035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8250938,0.0008653057,0.006323022,0.0004487075,0.00005445958,0.002725241,0.1455295,0.001190269,0.01776969],"genre_scores_gemma":[0.9108147,0.0009092996,0.02286058,0.0002490243,0.00007285633,0.003499762,0.05940977,0.00007909038,0.002105012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01120108,"threshold_uncertainty_score":0.01639503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02842657402522274,"score_gpt":0.3093436214821307,"score_spread":0.280917047456908,"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."}}