{"id":"W2152396032","doi":"","title":"Treat contact dermatitis by avoiding irritating ingredients","year":2010,"lang":"en","type":"article","venue":"Dermatology Times","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Contact dermatitis; Allergy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008180834,0.0002248464,0.0004773528,0.0001352286,0.0002653403,0.0000513802,0.000122648,0.0001937069,0.001252987],"category_scores_gemma":[0.0002585363,0.0002027006,0.0001133287,0.0001091218,0.00009226304,0.0002217241,0.00005841795,0.0005449841,0.0003067171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002045093,"about_ca_system_score_gemma":0.00005434345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007716117,"about_ca_topic_score_gemma":0.00007066318,"domain_scores_codex":[0.9986975,0.00006482367,0.00039354,0.000257777,0.0001775967,0.0004087988],"domain_scores_gemma":[0.9990661,0.0002711757,0.0001257515,0.0002776446,0.00008375142,0.000175621],"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":[0.00003713715,0.0002430717,0.2929873,0.0002851085,0.0002464535,0.001194993,0.002299104,2.877702e-7,0.1410198,0.00477741,0.5431191,0.01379019],"study_design_scores_gemma":[0.01125577,0.0003295342,0.2014665,0.0006035132,0.0004445215,0.0282109,0.002908024,0.003557692,0.2425989,0.001427757,0.5056677,0.001529138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566004,0.0005187007,0.00009758837,0.005149504,0.0004414391,0.0002283408,0.00002548925,0.0002136613,0.03672483],"genre_scores_gemma":[0.9951035,0.00005310034,0.0007742659,0.002448078,0.00007984006,0.00003004469,0.0001175804,0.000031714,0.00136183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1015792,"threshold_uncertainty_score":0.99966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006784635157686742,"score_gpt":0.2484108958683105,"score_spread":0.2416262607106238,"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."}}