{"id":"W3008782800","doi":"10.1097/der.0000000000000559","title":"Patch Test Clinic Start-up: From Basics to Pearls","year":2020,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch testing; Specialty; Contact dermatitis; Allergic contact dermatitis; Patch test; Dermatology; Test (biology); Diagnostic test; Medical physics; Family medicine; Pediatrics; Allergy; 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":[0.0007210682,0.0007142832,0.001203697,0.001472052,0.0002507181,0.0009384794,0.001046404,0.001052769,0.01282261],"category_scores_gemma":[0.001935011,0.0002801477,0.0009980643,0.00100514,0.000285953,0.00127039,0.0005537637,0.001858513,0.004162525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004769648,"about_ca_system_score_gemma":0.0008422221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001480044,"about_ca_topic_score_gemma":0.003533753,"domain_scores_codex":[0.9995282,0.000111701,0.00006594673,0.00006276972,0.0001981857,0.0000333565],"domain_scores_gemma":[0.9993456,0.0003229321,0.00009300827,0.00001972529,0.0001696685,0.00004903623],"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":[0.0001136663,0.0001325396,0.0002394648,0.03022087,0.00008842614,0.0002211021,0.00006457448,0.0001258416,0.0007796732,0.001160448,0.03711361,0.9297398],"study_design_scores_gemma":[0.0001248906,0.0003532108,0.0035683,0.03543754,0.0002522118,0.003685309,0.0001777365,0.0001280703,0.000612903,0.001723712,0.9539054,0.00003081857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005088245,0.9921387,0.0004567619,0.001005206,0.00047327,0.00006185199,0.0001188653,0.00006013316,0.005176329],"genre_scores_gemma":[0.002820136,0.9935442,0.0008606065,0.0008437235,0.0002843666,0.00004234781,0.0001894514,0.000009266179,0.001405861],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01282261,"threshold_uncertainty_score":0.04289597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05781216881074435,"score_gpt":0.3332015456962242,"score_spread":0.2753893768854799,"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."}}