{"id":"W3106788424","doi":"10.1097/der.0000000000000652","title":"Our Approach to Textile Dermatitis: In-Clinic Dye Extraction","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Textile; Extraction (chemistry); Dermatology; Pulp and paper industry; Chromatography; Composite material; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00009019407,0.0001406602,0.000529315,0.0001657864,0.00004188329,0.000003497702,0.0000859292,0.0001012559,0.00007686218],"category_scores_gemma":[0.0002125083,0.000134506,0.00007902398,0.0003463066,0.00004108864,0.00009397743,0.00003183431,0.0002430195,0.0005856736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000482395,"about_ca_system_score_gemma":0.00007471031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002766499,"about_ca_topic_score_gemma":0.000007548653,"domain_scores_codex":[0.9987136,0.00005547378,0.0005483295,0.0002305126,0.0002366856,0.0002154674],"domain_scores_gemma":[0.9993344,0.0000469805,0.0001174857,0.000206695,0.00007119568,0.0002232641],"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":[0.00001485331,0.0001563627,0.01403125,0.0005938251,0.00004937861,0.0001648768,0.00400839,0.000007112795,0.0001909289,0.00005552395,0.9787266,0.002000936],"study_design_scores_gemma":[0.003717001,0.0003984898,0.3253421,0.0003509497,0.000169103,0.0006544709,0.01162509,0.001277953,0.001336985,0.00003704772,0.6547206,0.0003702693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1202849,0.002943394,0.008945295,0.09764599,0.0007514638,0.001504184,0.00002844932,0.0002218844,0.7676744],"genre_scores_gemma":[0.8828428,0.0001214405,0.00286186,0.1135784,0.0001491346,0.00005812275,0.00002795037,0.00001831688,0.0003419867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7673324,"threshold_uncertainty_score":0.7527845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04934870708473316,"score_gpt":0.3129554309424672,"score_spread":0.2636067238577341,"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."}}