{"id":"W4200164992","doi":"10.1097/der.0000000000000828","title":"Self-Assessment","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001850598,0.0003915332,0.0006112721,0.001845062,0.0006884713,0.0009465831,0.0005700809,0.0006524685,0.02203953],"category_scores_gemma":[0.007730039,0.0001433107,0.0007486823,0.0004764039,0.000273646,0.000560885,0.001127,0.001187699,0.009010435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004489162,"about_ca_system_score_gemma":0.000885472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062238,"about_ca_topic_score_gemma":0.002542549,"domain_scores_codex":[0.9983087,0.0004898733,0.0002440942,0.000161196,0.0005992845,0.0001969142],"domain_scores_gemma":[0.9942732,0.0009876243,0.0009425855,0.0003780811,0.002651866,0.0007664891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003176513,0.003055937,0.6697846,0.0006313258,0.0001492851,0.0006548904,0.002704119,0.0001641378,0.001563845,0.0008218844,0.04907645,0.2710759],"study_design_scores_gemma":[0.0001126076,0.001790585,0.817866,0.0008810876,0.0001604153,0.005340233,0.00524543,0.0008774817,0.001957361,0.001158953,0.1645212,0.00008860839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7170085,0.003173438,0.004006708,0.005166577,0.0011191,0.004450799,0.006582224,0.0004228316,0.2580699],"genre_scores_gemma":[0.8367189,0.003467361,0.01069225,0.003792341,0.0004784777,0.002486194,0.006860006,0.00008565249,0.1354188],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9779605,"threshold_uncertainty_score":0.07372957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113087785979891,"score_gpt":0.2844475008587417,"score_spread":0.2731387222607526,"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."}}