{"id":"W2980500350","doi":"10.1097/der.0000000000000524","title":"Patch Testing for Cheilitis: A 10-Year Series","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Patch testing; Etiology; Patch test; Contact dermatitis; Refractory (planetary science); Atopy; Allergy; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006439009,0.0001232324,0.0002651044,0.00005772565,0.00006438243,0.00005198602,0.00006306916,0.00005783814,0.001944919],"category_scores_gemma":[0.0001859363,0.0001156575,0.00008886363,0.0001208007,0.00002303424,0.0002239673,0.00003170365,0.00007091244,0.0005236118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002683667,"about_ca_system_score_gemma":0.00006406912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000082855,"about_ca_topic_score_gemma":0.0000438889,"domain_scores_codex":[0.9991904,0.00001229606,0.0002384019,0.0001663905,0.0001518377,0.0002406845],"domain_scores_gemma":[0.9993458,0.0001204797,0.00006244132,0.0002378985,0.0001557942,0.00007752924],"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":[0.00008197569,0.0001833701,0.4196952,0.00318286,0.0002872869,0.0001676532,0.002584235,0.000006625731,0.005704689,0.004551065,0.4961406,0.06741443],"study_design_scores_gemma":[0.002605467,0.0004911843,0.421242,0.0005381922,0.00004740227,0.0004457939,0.0008666306,0.0006109204,0.004637513,0.0007361675,0.5674835,0.000295199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9180814,0.0003574175,0.000154587,0.007493241,0.0003238356,0.0009944424,0.00009763759,0.0002389807,0.07225846],"genre_scores_gemma":[0.9790259,0.00003335527,0.006256206,0.002365974,0.0001693521,0.00009604786,0.00008152905,0.00003035092,0.01194127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07134289,"threshold_uncertainty_score":0.9989674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704188864800723,"score_gpt":0.2458828241788976,"score_spread":0.2288409355308904,"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."}}