{"id":"W4240240887","doi":"10.1097/der.0000000000000689","title":"SELF-ASSESSMENT","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Traditional 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002228029,0.00049706,0.0008373871,0.001565855,0.0004884653,0.000853876,0.000627948,0.0006285775,0.02441326],"category_scores_gemma":[0.006256152,0.0001940708,0.001209093,0.0007237107,0.0002117072,0.0007697824,0.0008336476,0.00156341,0.007094456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004713923,"about_ca_system_score_gemma":0.001000097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001959271,"about_ca_topic_score_gemma":0.003460344,"domain_scores_codex":[0.9983418,0.0003660739,0.000239376,0.0001715878,0.0007373306,0.0001439399],"domain_scores_gemma":[0.9959903,0.0007869836,0.0006772429,0.0002103927,0.001902435,0.0004325777],"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":[0.0007368856,0.003772233,0.2863304,0.002213747,0.0005382611,0.0002235996,0.002431725,0.0006908707,0.001408185,0.001448581,0.154107,0.5460985],"study_design_scores_gemma":[0.0002602639,0.002191068,0.7862286,0.002322916,0.0003826527,0.001345689,0.002376996,0.00133531,0.001504289,0.002075246,0.1997985,0.0001784785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6538674,0.01794586,0.01265047,0.008980178,0.002095739,0.01273098,0.03849075,0.001917487,0.2513212],"genre_scores_gemma":[0.8262686,0.01867436,0.02371797,0.003774558,0.0006367434,0.01062457,0.02679815,0.0002488131,0.08925634],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02441326,"threshold_uncertainty_score":0.08167046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243351123295908,"score_gpt":0.2752142511131783,"score_spread":0.2627807398802192,"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."}}