{"id":"W2319747928","doi":"10.1097/der.0000000000000055","title":"Pizza Makers’ Contact Dermatitis","year":2014,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact dermatitis; Dermatology; Allergy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001234837,0.0002568578,0.0005006428,0.0001515848,0.0001575956,0.0001080731,0.0001358695,0.0001164674,0.001698134],"category_scores_gemma":[0.0001419447,0.0002373977,0.0001917311,0.0001702152,0.00005514324,0.0002817386,0.00005772286,0.0002178832,0.001159614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006433637,"about_ca_system_score_gemma":0.00005886186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001658618,"about_ca_topic_score_gemma":0.0001304447,"domain_scores_codex":[0.9983999,0.00007801063,0.0004666944,0.0002590896,0.0003829288,0.000413339],"domain_scores_gemma":[0.9988793,0.0001319802,0.0001247823,0.0004889891,0.000119779,0.0002551781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009732878,0.0002269837,0.06879599,0.0006829116,0.0003099879,0.0006099265,0.001885375,0.000006515958,0.001666341,0.0218745,0.793925,0.1100067],"study_design_scores_gemma":[0.001446683,0.00009827183,0.459283,0.0002035561,0.00004740359,0.0007689051,0.00009526173,0.0009155351,0.001622016,0.0003413152,0.5349615,0.0002165162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6640449,0.0009128657,0.007130499,0.04554601,0.001038919,0.0009131257,0.00006581597,0.0007593566,0.2795885],"genre_scores_gemma":[0.9636396,0.0002350918,0.001247924,0.03304901,0.0002732861,0.00004359667,0.00009533037,0.00004209981,0.001374085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.390487,"threshold_uncertainty_score":0.9996181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141318908808365,"score_gpt":0.2391645116777159,"score_spread":0.2277513225896322,"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."}}