{"id":"W2413006447","doi":"10.2310/6620.2008.08057","title":"Patch Testing: The Whole in Addition to the Sum of Its Parts Is Greatest","year":2009,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch testing; Immunology; Contact dermatitis","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":[0.00009943748,0.0002337375,0.0002369161,0.0001292842,0.0000722591,0.00005302185,0.0004972692,0.000288216,0.00007776805],"category_scores_gemma":[0.0002002377,0.0001582177,0.00005887493,0.0002505295,0.00004764336,0.00005244259,0.00008302773,0.0009639336,0.0001714922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004205283,"about_ca_system_score_gemma":0.000009606098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007410925,"about_ca_topic_score_gemma":0.0000513955,"domain_scores_codex":[0.9989985,0.00004337877,0.0002847214,0.0001742853,0.0001981836,0.0003009338],"domain_scores_gemma":[0.9990565,0.0003227076,0.00008198955,0.0004759015,0.00004899796,0.00001385672],"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":[9.968748e-8,0.000002607806,0.00007483878,0.0001093283,0.00001303084,0.00004040313,0.0002523466,0.0005586937,0.000006242258,0.000003066198,0.9766868,0.02225257],"study_design_scores_gemma":[0.00005167818,0.00001954995,0.01762469,0.0005117913,0.00001349336,0.0000205058,0.00003106559,0.00072663,0.01023287,0.0003921266,0.9701726,0.0002029961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01221378,0.0004522709,0.0003388782,0.9762862,0.0003500258,0.000632162,0.0009724674,0.0008755841,0.007878629],"genre_scores_gemma":[0.6859774,0.0001839334,0.0006212104,0.310597,0.001047545,0.0002602429,0.0004028493,0.0001002391,0.0008095648],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6737636,"threshold_uncertainty_score":0.6451929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02602943172681655,"score_gpt":0.2142673572122144,"score_spread":0.1882379254853978,"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."}}