{"id":"W4283691719","doi":"10.1097/der.0000000000000900","title":"Clear, Patch, Avoid, Treat as a Diagnostic and Therapeutic Strategy for Management of Recalcitrant Adult Eczematous Dermatitis","year":2022,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Eczematous dermatitis; Atopic dermatitis; Contact dermatitis; Allergy","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":[0.0009669238,0.0006326356,0.0006302596,0.0007099234,0.002816485,0.001681775,0.0008959647,0.02662303,0.003720142],"category_scores_gemma":[0.008310755,0.0004471863,0.0009174088,0.0003829834,0.001523968,0.002033446,0.0007137049,0.01655558,0.002193307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002751207,"about_ca_system_score_gemma":0.002170558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004109264,"about_ca_topic_score_gemma":0.009701606,"domain_scores_codex":[0.9989427,0.0003460386,0.0001612767,0.00008170318,0.0002758242,0.0001926114],"domain_scores_gemma":[0.9981325,0.0008631754,0.0001565423,0.00005801336,0.000356068,0.0004336247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001957063,0.0003740672,0.00792869,0.0001978329,0.00003604692,0.2137446,0.0005783855,0.00043717,0.001434027,0.006209522,0.7403626,0.02850144],"study_design_scores_gemma":[0.0005166795,0.0005402628,0.009828442,0.0009639184,0.00009325094,0.3766334,0.001351254,0.0043555,0.000856543,0.01605995,0.588682,0.0001187939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006516535,0.00338374,0.0007215668,0.9550375,0.01201562,0.00007369421,0.00004051865,0.00006116664,0.02214967],"genre_scores_gemma":[0.08504818,0.0044251,0.002742028,0.7982474,0.08638432,0.0001520243,0.00005909157,0.00006699107,0.0228749],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02662303,"threshold_uncertainty_score":0.01996148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01874030403312962,"score_gpt":0.2610898945596172,"score_spread":0.2423495905264876,"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."}}