{"id":"W3194301936","doi":"10.1097/der.0000000000000774","title":"Trends in Methylisothiazolinone Prevalence within the Contact Allergen Management Program Database from 2013 to 2021","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Environmental health; Dermatology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000450348,0.0001107431,0.0002654069,0.001287066,0.0001951247,0.0004151547,0.0004692077,0.000298876,0.002906087],"category_scores_gemma":[0.001515258,0.0001537778,0.0004449064,0.002013783,0.00008364291,0.0005102638,0.0003517373,0.0004518937,0.0004220086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007680426,"about_ca_system_score_gemma":0.0008364513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.057581,"about_ca_topic_score_gemma":0.100201,"domain_scores_codex":[0.9994661,0.00006727012,0.0001000973,0.0001342432,0.0001180497,0.0001142204],"domain_scores_gemma":[0.9984693,0.0001867833,0.0007605354,0.00003852471,0.0003806146,0.0001641654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000232955,0.00005218198,0.9781595,0.0001353606,0.000137662,0.00007932776,0.00006760279,0.0002757046,0.0002431421,0.0001721711,0.01059003,0.009854293],"study_design_scores_gemma":[0.00001129011,0.00004753685,0.9958031,0.000086774,0.00005728398,0.0002713432,0.0002145196,0.0008314474,0.0001178397,0.00004271636,0.002510274,0.000006043154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9087126,0.003105478,0.0004882691,0.0009292565,0.00008109635,0.00004055441,0.08039694,0.0001141769,0.006131558],"genre_scores_gemma":[0.9632741,0.001527817,0.0003858431,0.0003568125,0.00003985285,0.00007103393,0.0331323,0.00001357572,0.001198654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.057581,"threshold_uncertainty_score":0.1144917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933439611284094,"score_gpt":0.2894017891409955,"score_spread":0.2700673930281545,"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."}}