{"id":"W1698356201","doi":"10.2310/6620.2009.00011","title":"Evolution of Patch Testing","year":2009,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch testing; Contact dermatitis; Immunology","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":[0.02043506,0.001334614,0.001279096,0.005374395,0.0005608904,0.003666416,0.002968898,0.002372825,0.005387329],"category_scores_gemma":[0.03500627,0.0007158485,0.001214173,0.002350066,0.002192434,0.004703334,0.002210522,0.005237482,0.003188163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004405581,"about_ca_system_score_gemma":0.003805488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006987336,"about_ca_topic_score_gemma":0.006044109,"domain_scores_codex":[0.9878368,0.003309864,0.001251459,0.002670837,0.004539797,0.0003913167],"domain_scores_gemma":[0.9461884,0.01523922,0.002920123,0.004115179,0.02892136,0.002615617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002607185,0.0002164663,0.01580572,0.001305237,0.0001163339,0.0003255238,0.0002361481,0.0007985536,0.002213457,0.008312867,0.02983749,0.9405715],"study_design_scores_gemma":[0.00008004041,0.001191964,0.04134341,0.005260005,0.0003734882,0.0109103,0.0006453869,0.003510148,0.005370621,0.009203774,0.9219487,0.0001620124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05591245,0.5426775,0.1150026,0.1375882,0.01630701,0.0009661796,0.002180971,0.00291482,0.1264503],"genre_scores_gemma":[0.3145112,0.3977772,0.149428,0.06539606,0.02190218,0.0007863829,0.003412372,0.001221942,0.04556468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02043506,"threshold_uncertainty_score":0.1080722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01628072707197928,"score_gpt":0.2470083538590777,"score_spread":0.2307276267870984,"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."}}