{"id":"W4239184384","doi":"10.1097/der.0000000000000496","title":"SELF-ASSESSMENT","year":2019,"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","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":[0.002240732,0.0005113615,0.0008730777,0.0015949,0.0005095546,0.0008691992,0.0006344008,0.000646707,0.02414851],"category_scores_gemma":[0.00634753,0.0002001953,0.001249812,0.0007255511,0.0002211023,0.0007899702,0.0008554437,0.001605988,0.007016774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004675018,"about_ca_system_score_gemma":0.000984218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001947837,"about_ca_topic_score_gemma":0.003415709,"domain_scores_codex":[0.9983134,0.0003653078,0.0002483215,0.0001764277,0.000751287,0.0001451323],"domain_scores_gemma":[0.9958689,0.0007984361,0.0007114184,0.0002210173,0.001960393,0.0004398417],"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":[0.0007587223,0.00388695,0.3093944,0.002256924,0.0005796714,0.0002344749,0.002544284,0.0007381332,0.001491818,0.001458886,0.1481218,0.528534],"study_design_scores_gemma":[0.0002614537,0.00224849,0.8003151,0.002252127,0.0003951725,0.001376946,0.002406731,0.001390342,0.001524901,0.002078727,0.1855661,0.0001838106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6671829,0.01741617,0.01226557,0.008480438,0.002067544,0.01244653,0.03680258,0.001807461,0.2415307],"genre_scores_gemma":[0.8324718,0.01785656,0.02292797,0.003651876,0.0006251408,0.01022643,0.02540442,0.0002398192,0.086596],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02414851,"threshold_uncertainty_score":0.08078474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006317670076747597,"score_gpt":0.2670950458958837,"score_spread":0.2607773758191361,"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."}}