{"id":"W4376637798","doi":"10.1089/derm.2023.0063","title":"Trends in Patch Testing with the Mayo Clinic Standard Series, 2017–2021","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Dermatology; Benzalkonium chloride; Thiomersal; Contact dermatitis; Linalool; Thimerosal; Chromatography; Allergy; Chemistry; Immunology; Pathology","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":[0.0009770441,0.0003066264,0.0002426827,0.00213113,0.0002914295,0.0007897617,0.000511292,0.0003861637,0.001960285],"category_scores_gemma":[0.002965781,0.000153188,0.0004151959,0.002056148,0.0002578269,0.0007797382,0.0003531267,0.0005523231,0.000600258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009645242,"about_ca_system_score_gemma":0.0005575962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085787,"about_ca_topic_score_gemma":0.01236759,"domain_scores_codex":[0.9985113,0.0001207008,0.0002088233,0.000299616,0.000642701,0.0002169303],"domain_scores_gemma":[0.9939082,0.0004231741,0.003415189,0.0001932199,0.001656167,0.0004040785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005803828,0.00002620172,0.9922322,0.00003579646,0.00002756485,0.000156607,0.00004513108,0.00005913829,0.0005435498,0.00002326503,0.001609808,0.005182608],"study_design_scores_gemma":[0.000002542514,0.00006997384,0.9968754,0.00002175137,0.00001631148,0.000954886,0.0001521399,0.0001707911,0.0003135206,0.000008630333,0.001411217,0.000002823697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879843,0.002975346,0.0002889248,0.0004060347,0.00006075148,0.00003104113,0.003656605,0.00008895355,0.004508024],"genre_scores_gemma":[0.993692,0.001154447,0.0002697196,0.0001372572,0.000066264,0.00002159147,0.004203718,0.0000159155,0.0004391553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01085787,"threshold_uncertainty_score":0.02158934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03322201718441106,"score_gpt":0.288598049363306,"score_spread":0.255376032178895,"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."}}