{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004068849,0.0005344272,0.001052034,0.0001904069,0.0002552689,0.000145778,0.0003674811,0.0001359,0.0007445253],"category_scores_gemma":[0.0001566273,0.0003791725,0.000443947,0.000388233,0.0001421667,0.0005423148,0.0002260799,0.000217384,0.0004585732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003102898,"about_ca_system_score_gemma":0.00007133827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005825923,"about_ca_topic_score_gemma":0.0004705964,"domain_scores_codex":[0.996448,0.0002190489,0.00103658,0.0007231136,0.0005885897,0.0009847038],"domain_scores_gemma":[0.9977323,0.0002532293,0.0003590841,0.0008953755,0.0001890408,0.0005709914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004409711,0.000656397,0.03960974,0.0003395588,0.0009203958,0.0008685645,0.001649204,0.000004789497,0.001996412,0.006876734,0.2089074,0.7381268],"study_design_scores_gemma":[0.001767133,0.0009341189,0.6130794,0.0005326701,0.00006499533,0.0002030439,0.0005963242,0.0002707917,0.000636047,0.0001184992,0.3813213,0.0004757207],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466709,0.0002760053,0.007800348,0.03410001,0.0005030023,0.002598006,0.0001633928,0.0008689901,0.007019282],"genre_scores_gemma":[0.9461238,0.001863725,0.01682982,0.03343855,0.0002164017,0.0006187494,0.0001261248,0.00006910523,0.0007137387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7376511,"threshold_uncertainty_score":0.999866,"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."}}