{"id":"W2323613738","doi":"10.1097/01206501-200506000-00029","title":"BACK TO BASICS: IN CALCULATING PATCH TEST REACTIONS, SHOULD MACULAR ERYTHEMA AND LESSER REACTIONS BE INCLUDED?","year":2005,"lang":"en","type":"article","venue":"Dermatitis","topic":"Cancer and biochemical research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Erythema; Test (biology); Dermatology; Patch testing; Ophthalmology; Contact dermatitis; Geology; Allergy; Immunology; Paleontology","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":[],"consensus_categories":[],"category_scores_codex":[0.000123901,0.0001205208,0.0001212399,0.00006390789,0.00008066296,0.00004061742,0.00009934061,0.0001337543,0.0001551634],"category_scores_gemma":[0.0002255389,0.0001214356,0.00004451736,0.000168274,0.000043952,0.00001070701,0.0001524831,0.0001535859,0.00003834994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005254263,"about_ca_system_score_gemma":0.00004381212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006576529,"about_ca_topic_score_gemma":0.001962933,"domain_scores_codex":[0.9990258,0.00002937122,0.0002429931,0.000285573,0.0001583167,0.0002579661],"domain_scores_gemma":[0.9994833,0.00004222995,0.00003362874,0.0002353571,0.00006404336,0.0001413722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001789787,0.0001388177,0.03691077,0.0001116324,0.00003045115,0.00001066587,0.0001802659,0.00007646532,0.9052021,0.00007461203,0.0316559,0.02559043],"study_design_scores_gemma":[0.0003618191,0.00004938156,0.02031035,0.00005442527,0.000005565679,0.00005992311,0.00009217894,0.0003083526,0.3672178,0.00003138912,0.611317,0.0001917612],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823402,0.0003286786,0.0003574852,0.01142651,0.00003398654,0.0002408332,0.00008732136,0.00001085842,0.005174155],"genre_scores_gemma":[0.993602,0.0004668812,0.001634083,0.002782955,0.0002211434,0.00004763689,0.0001180034,0.00001880678,0.001108484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5796611,"threshold_uncertainty_score":0.4952002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02939206546302763,"score_gpt":0.3243335871035972,"score_spread":0.2949415216405695,"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."}}