{"id":"W2535896871","doi":"10.1097/der.0b013e3182819c51","title":"North American Contact Dermatitis Group Patch Test Results: 2009 to 2010","year":2013,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":211,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Allergic contact dermatitis; Patch test; Dermatology; Allergen; Contact dermatitis; Patch testing; Potassium dichromate; Allergy; Immunology; Organic chemistry","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008926954,0.0003979821,0.000751764,0.0002590933,0.0001899124,0.00022871,0.0002587143,0.00007711459,0.0009222152],"category_scores_gemma":[0.0004182199,0.0003604952,0.0001780248,0.0006336984,0.00009382628,0.000542964,0.0001150064,0.000328807,0.004009545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166267,"about_ca_system_score_gemma":0.00007466802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111481,"about_ca_topic_score_gemma":0.01430737,"domain_scores_codex":[0.997383,0.00006445558,0.0008749468,0.000442623,0.0005431679,0.000691779],"domain_scores_gemma":[0.9977554,0.0003001924,0.0002622507,0.0007489984,0.0003061949,0.0006269474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000006317122,0.0001650086,0.1950651,0.00007942231,0.00006794201,0.0002236676,0.0007894955,0.00000174391,0.0003034275,0.00003706261,0.7543336,0.04892722],"study_design_scores_gemma":[0.001283213,0.000403019,0.7801646,0.0001657628,0.00003632369,0.0002957025,0.0002928942,0.0002335385,0.0003779478,0.00001872466,0.2163792,0.0003490957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9143281,0.0002324612,0.0004776792,0.06761996,0.0004620662,0.001614132,0.0009969359,0.000410368,0.01385833],"genre_scores_gemma":[0.9524937,0.0004413009,0.002580604,0.04171056,0.0002863278,0.0002594594,0.000516839,0.00006106269,0.0016502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5850995,"threshold_uncertainty_score":0.9999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009169537114074436,"score_gpt":0.2300228486994209,"score_spread":0.2208533115853465,"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."}}