{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00130432,0.001130936,0.0007481531,0.001662832,0.002575983,0.003157353,0.001314422,0.002868622,0.01382591],"category_scores_gemma":[0.002248358,0.000357898,0.0009603428,0.0007086233,0.001573195,0.003420327,0.002076377,0.00399869,0.004993298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001495118,"about_ca_system_score_gemma":0.002244953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174861,"about_ca_topic_score_gemma":0.003093219,"domain_scores_codex":[0.9991075,0.0002372772,0.0000998591,0.0001795413,0.0002321247,0.00014366],"domain_scores_gemma":[0.9990014,0.0002057463,0.0000951773,0.0001475427,0.0002742383,0.0002758541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000476155,0.002732864,0.02998341,0.001385207,0.0001054264,0.04952499,0.001038349,0.0007541741,0.0114771,0.01433959,0.09950569,0.7886771],"study_design_scores_gemma":[0.0002663656,0.00173544,0.03099026,0.003136215,0.0003035916,0.373565,0.005099886,0.002192588,0.008865337,0.06033868,0.5132714,0.0002352646],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0981252,0.1499061,0.1327556,0.2747984,0.01844176,0.001763568,0.0004769324,0.002368232,0.3213641],"genre_scores_gemma":[0.5121134,0.164567,0.08790372,0.1210971,0.03763539,0.0006924067,0.000518467,0.0005026758,0.0749699],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01382591,"threshold_uncertainty_score":0.04625231,"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."}}