{"id":"W4237779071","doi":"10.2310/6620.2004.04038","title":"North American Contact Dermatitis Group Patch-Test Results, 2001–2002 Study Period","year":2004,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Period (music); Patch testing; Contact dermatitis; Dermatology; Test (biology); Allergic contact dermatitis; Group (periodic table); 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001598701,0.0005094329,0.0009614041,0.0002609409,0.0003443728,0.0002138157,0.000285074,0.0000755396,0.0004412721],"category_scores_gemma":[0.0003060566,0.0004761506,0.0002404915,0.0006842436,0.0001598567,0.0004752436,0.0001203951,0.0004380787,0.0007816115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002729052,"about_ca_system_score_gemma":0.0001831937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005630474,"about_ca_topic_score_gemma":0.0454976,"domain_scores_codex":[0.9967141,0.0001018609,0.001072163,0.0005657096,0.0007519675,0.0007941551],"domain_scores_gemma":[0.9979224,0.0001566096,0.0003906291,0.000851707,0.0002100845,0.0004685218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004767369,0.002877007,0.8247314,0.000218645,0.0004296993,0.0062356,0.01041562,0.0000269294,0.0001268329,0.0001381494,0.1329833,0.02176916],"study_design_scores_gemma":[0.006944446,0.00146202,0.9222785,0.0002010474,0.0001363442,0.001061695,0.002987759,0.00007818786,0.0001536782,0.00001559257,0.06417629,0.0005044839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736888,0.0003146788,0.0002209856,0.01549785,0.0002979457,0.001396627,0.0006235346,0.0004124922,0.007547108],"genre_scores_gemma":[0.9884943,0.0006256922,0.000967554,0.008528432,0.0002868067,0.0001476899,0.0003983625,0.00007854668,0.000472576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09754703,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314505164414467,"score_gpt":0.2485239496234984,"score_spread":0.2353788979793537,"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."}}