{"id":"W2599259227","doi":"10.1097/der.0000000000000272","title":"Multicenter Patch Testing With Methylisothiazolinone and Methylchloroisothiazolinone/Methylisothiazolinone Within the International Contact Dermatitis Research Group","year":2017,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Dermatology; Patch testing; Contact dermatitis; Allergy","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","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001826877,0.0005190721,0.0007920041,0.0003598919,0.00214562,0.001471314,0.001022717,0.0002460529,0.00019301],"category_scores_gemma":[0.001806058,0.0003592662,0.0001494165,0.0002601305,0.0008531176,0.001126427,0.0006837418,0.001396744,0.0001038438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001562126,"about_ca_system_score_gemma":0.0002347679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006635331,"about_ca_topic_score_gemma":0.002917841,"domain_scores_codex":[0.9956868,0.0003087861,0.0009351473,0.0007303474,0.001518032,0.0008208666],"domain_scores_gemma":[0.9951598,0.001260197,0.0006680198,0.001552891,0.0009748204,0.0003842906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003919975,0.0009398292,0.8315966,0.001193747,0.002409786,0.003214568,0.01623216,0.00002168469,0.0151887,0.01397546,0.0500889,0.06474657],"study_design_scores_gemma":[0.006123461,0.0004129382,0.9265949,0.001235282,0.000218697,0.002009964,0.002296354,0.00780656,0.006558037,0.001039149,0.04505271,0.0006519505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8974025,0.001342292,0.000823381,0.07998642,0.0008480672,0.001619559,0.0001089691,0.0002187092,0.01765015],"genre_scores_gemma":[0.9776996,0.0007277362,0.01284292,0.007147791,0.0005625041,0.0002240804,0.00006593279,0.0001041886,0.0006252629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09499829,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06108680552739608,"score_gpt":0.3315309439775095,"score_spread":0.2704441384501134,"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."}}