{"id":"W1981217906","doi":"10.1097/01206501-200412000-00003","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":265,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Medical Protective Association","funders":"","keywords":"Medicine; Patch test; Period (music); Patch testing; Contact dermatitis; Test (biology); Dermatology; Allergic contact dermatitis; Geology; Allergy; Immunology; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001594728,0.0005084188,0.0009583304,0.0002602324,0.0003436473,0.0002136143,0.0002838147,0.00007542208,0.0004357816],"category_scores_gemma":[0.00030132,0.0004750407,0.0002369646,0.0006783703,0.000159069,0.0004737483,0.0001200596,0.0004371348,0.0007762369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002753293,"about_ca_system_score_gemma":0.0001848111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005552258,"about_ca_topic_score_gemma":0.04467737,"domain_scores_codex":[0.9967173,0.0001016547,0.001068553,0.00056364,0.000756613,0.0007922948],"domain_scores_gemma":[0.9979292,0.0001550083,0.0003889504,0.0008478246,0.0002105456,0.0004684352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004877239,0.002991191,0.8144357,0.0002221369,0.0004405903,0.006288607,0.01074539,0.00002718516,0.0001289568,0.0001431987,0.1422105,0.02231776],"study_design_scores_gemma":[0.006914214,0.001466548,0.917035,0.0001981317,0.0001355148,0.001027998,0.003030724,0.00007654254,0.0001467595,0.000015449,0.06945174,0.0005013728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734644,0.0003240338,0.0002190097,0.01532245,0.0003016449,0.001405228,0.000665743,0.0004159668,0.007881528],"genre_scores_gemma":[0.9882827,0.0006170582,0.0009805147,0.008691593,0.0002923587,0.0001465051,0.0004261534,0.0000784176,0.0004846393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1025993,"threshold_uncertainty_score":0.9997701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286835376530654,"score_gpt":0.2476994396622808,"score_spread":0.2348310858969742,"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."}}