{"id":"W1966750756","doi":"10.2310/6620.2006.05020","title":"Should Macular Erythema Reactions Be Counted as Positive Allergic Patch-Test Reactions?","year":2006,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Erythema; Dermatology; Patch test; Allergen; Allergic reaction; Allergic contact dermatitis; Contact dermatitis; Patch testing; Ophthalmology; 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":[0.0001117601,0.0002830969,0.0004037194,0.0001944677,0.0003459949,0.000106283,0.0000966239,0.0001598857,0.001564109],"category_scores_gemma":[0.000154382,0.0002738306,0.0002151339,0.0002989999,0.00009104272,0.0003419418,0.00003954494,0.0003893942,0.0004668294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688925,"about_ca_system_score_gemma":0.0001068091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006614881,"about_ca_topic_score_gemma":0.00109418,"domain_scores_codex":[0.9982023,0.00006227943,0.000575745,0.0003122128,0.0004781134,0.0003693431],"domain_scores_gemma":[0.9986911,0.0002672572,0.0001846068,0.0004407585,0.0002612523,0.0001550323],"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":[0.00005970473,0.001898747,0.0498965,0.000615067,0.0008353342,0.005163098,0.001507467,0.00009733823,0.03216106,0.01824722,0.8839371,0.005581362],"study_design_scores_gemma":[0.001592701,0.0001741172,0.3122328,0.0004626485,0.0001524758,0.003974049,0.0005217725,0.0008238347,0.009189483,0.0009054702,0.6695742,0.0003964969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7544352,0.0008076061,0.0006234279,0.06707655,0.0004965719,0.000976089,0.0003578541,0.0006310235,0.1745957],"genre_scores_gemma":[0.9802687,0.000581903,0.0004852739,0.007691172,0.0003044905,0.00008546637,0.0006217004,0.00005350864,0.009907822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2623363,"threshold_uncertainty_score":0.9999766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726017689029183,"score_gpt":0.2678055081989233,"score_spread":0.2505453313086315,"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."}}