{"id":"W3110371480","doi":"10.1097/der.0000000000000681","title":"Patch Testing Detection of Contact Allergens in Medical Treatments for Allergic Conjunctivitis","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atlanta; Patch testing; Dermatology; Allergic contact dermatitis; Allergic conjunctivitis; Family medicine; Immunology; Contact dermatitis; Allergy; 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":[0.0006452947,0.0002662468,0.0003481964,0.0006640966,0.0002640822,0.0004148346,0.0002391607,0.0006953097,0.006633624],"category_scores_gemma":[0.001521143,0.0001884083,0.0003035861,0.0003403578,0.000207897,0.0002477409,0.0001597236,0.0004687633,0.001189529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003190764,"about_ca_system_score_gemma":0.000225804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002392986,"about_ca_topic_score_gemma":0.003810244,"domain_scores_codex":[0.9992744,0.0002676271,0.00006262382,0.00007144584,0.0002271575,0.00009668695],"domain_scores_gemma":[0.9994162,0.0002574213,0.0001067012,0.00002993614,0.0001251567,0.00006444277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001821292,0.0008767974,0.7064764,0.0009807189,0.0001895277,0.01955228,0.0005373489,0.0001866953,0.02946654,0.0004537597,0.01993016,0.2195286],"study_design_scores_gemma":[0.00004776198,0.002088079,0.9528093,0.0004227361,0.0001401217,0.02572338,0.0004486778,0.0005520543,0.005186906,0.0001339701,0.01243341,0.00001361484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.870209,0.02606072,0.001462285,0.00240124,0.0005328648,0.0002841159,0.0004811464,0.0001161871,0.0984524],"genre_scores_gemma":[0.9923488,0.00286653,0.0006576477,0.0005675688,0.00012081,0.00001940738,0.0001195851,0.000008892908,0.003290814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006633624,"threshold_uncertainty_score":0.02219164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03305741173366351,"score_gpt":0.271187422765463,"score_spread":0.2381300110317995,"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."}}