{"id":"W2738329855","doi":"10.1097/der.0000000000000294","title":"Allergic Contact Dermatitis From Methylisothiazolinone in Residential Wall Paint","year":2017,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Allergic contact dermatitis; Contact dermatitis; Patch test; Contact allergy; Patch testing; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002285943,0.0003469456,0.0007977736,0.0002264581,0.0003784892,0.0004252391,0.0004654814,0.0002195041,0.001718068],"category_scores_gemma":[0.0003351927,0.0003387319,0.0002384524,0.00007776541,0.0001155573,0.0007312776,0.0002058566,0.0004336666,0.0004499805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448843,"about_ca_system_score_gemma":0.0001445103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01700229,"about_ca_topic_score_gemma":0.01078876,"domain_scores_codex":[0.9975918,0.0001280156,0.0007961578,0.0004286232,0.0005261387,0.0005292902],"domain_scores_gemma":[0.9978791,0.0001742888,0.0003741649,0.001195437,0.0001204829,0.0002565531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001372419,0.0009323232,0.5072573,0.0007652516,0.001256207,0.01724691,0.01156451,0.00003078632,0.005892516,0.006623071,0.3803507,0.06794317],"study_design_scores_gemma":[0.003725074,0.00006224363,0.8977979,0.000586295,0.00006254954,0.0001655647,0.0001874047,0.0013179,0.002501201,0.001288476,0.09195656,0.0003487834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367322,0.001381459,0.0002788782,0.04250316,0.0006280194,0.0006114182,0.0001029096,0.0001480561,0.01761394],"genre_scores_gemma":[0.9870525,0.001485915,0.001094207,0.00917141,0.0003132291,0.00006997275,0.0001773875,0.00005139934,0.0005840051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3905406,"threshold_uncertainty_score":0.9999065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02001570708918004,"score_gpt":0.274836888167144,"score_spread":0.2548211810779639,"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."}}