{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009153116,0.0006096573,0.002922418,0.0001594067,0.0000910354,0.0001489611,0.0003311918,0.0003358129,0.003700449],"category_scores_gemma":[0.000529303,0.0005238427,0.0007605097,0.0004036102,0.00003641878,0.0001192376,0.0002213131,0.0007060955,0.0105148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000143174,"about_ca_system_score_gemma":0.0005336638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003255152,"about_ca_topic_score_gemma":0.000217885,"domain_scores_codex":[0.9971369,0.0001175874,0.001251392,0.0005777864,0.0004992163,0.000417126],"domain_scores_gemma":[0.9974957,0.0007331508,0.0003487361,0.0007705758,0.0001139908,0.0005378369],"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":[9.65103e-7,0.00003831513,0.0001158506,0.004728918,0.0001885861,0.0005768805,0.0003200254,9.506491e-9,1.381934e-7,0.000009619703,0.300248,0.6937727],"study_design_scores_gemma":[0.0004571221,0.0001438185,0.001211521,0.01763302,0.0008904529,0.0001487741,0.00006921974,0.000006076858,0.000001870377,0.00002525953,0.9789219,0.0004909819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001715398,0.9828138,0.0000810698,0.005883266,0.0008983661,0.001381042,0.001892065,0.0002131831,0.006819997],"genre_scores_gemma":[0.00006444277,0.9839506,0.000775218,0.009599718,0.001002248,0.0001618694,0.001542183,0.0001317053,0.002772067],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6932818,"threshold_uncertainty_score":0.9997213,"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."}}