{"id":"W4220913283","doi":"10.1097/der.0000000000000885","title":"SELF-ASSESSMENT","year":2022,"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":[0.001862855,0.0003954566,0.0006171354,0.001842902,0.000691505,0.0009512192,0.0005737345,0.0006602511,0.02240936],"category_scores_gemma":[0.007701782,0.000145146,0.0007577022,0.0004728042,0.0002759252,0.000559584,0.00113589,0.001194829,0.009178174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004456959,"about_ca_system_score_gemma":0.0008874997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00104678,"about_ca_topic_score_gemma":0.0025182,"domain_scores_codex":[0.9983127,0.0004870366,0.0002423121,0.0001622274,0.000598069,0.0001977688],"domain_scores_gemma":[0.9942925,0.0009797462,0.0009368721,0.0003799017,0.002645787,0.0007652406],"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":[0.0003256028,0.00308123,0.669957,0.0006310256,0.0001504693,0.0006499817,0.00269385,0.0001641212,0.001597264,0.0008318976,0.04945395,0.2704636],"study_design_scores_gemma":[0.0001153346,0.001810319,0.8173329,0.0008765837,0.0001627781,0.005317596,0.005206314,0.0008938821,0.001992025,0.001157861,0.1650446,0.00008982451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.71866,0.003131336,0.004028834,0.005083667,0.001122924,0.004481127,0.006603497,0.0004277206,0.2564608],"genre_scores_gemma":[0.8351703,0.003419522,0.01080716,0.003788409,0.0004769453,0.002543182,0.006947185,0.00008688164,0.1367602],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9775906,"threshold_uncertainty_score":0.07496673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053328451031838,"score_gpt":0.2743077162105617,"score_spread":0.2637744317002433,"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."}}