{"id":"W4411617475","doi":"10.51847/rpag1c7","title":"10.51847/RpAG1c7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pyoderma gangrenosum; Emergency department; Presentation (obstetrics); Medicine; Medical emergency; Surgery; Pathology; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006625472,0.00009617867,0.0001693494,0.00005015435,0.00004377455,0.000009310458,0.00007178614,0.00005082048,0.9966895],"category_scores_gemma":[0.00002107342,0.00008701641,0.00006084967,0.000123196,0.00002568041,0.00005423261,0.00001459862,0.00007856397,0.9909715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001947015,"about_ca_system_score_gemma":0.00004085195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009383352,"about_ca_topic_score_gemma":2.67026e-8,"domain_scores_codex":[0.9993798,0.00001180426,0.0001508489,0.0001375981,0.0001284208,0.0001915443],"domain_scores_gemma":[0.9995723,0.00001070737,0.00001543138,0.0002694251,0.00002590056,0.000106265],"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":[0.0001393294,0.00004774763,0.000002606812,0.000009291822,0.00002567015,0.00001494569,0.00002523544,0.00001065696,0.000209927,0.000001425467,0.07924333,0.9202698],"study_design_scores_gemma":[0.0004995844,0.0001946917,0.0006905899,0.00002416747,0.00003261555,0.0000154366,0.000002265075,0.00006767984,0.0000578973,0.000001363286,0.9983107,0.0001029581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009169599,0.0001507309,4.065944e-7,0.0007270959,0.000001736415,0.0001846379,0.000002043526,0.000137665,0.9896261],"genre_scores_gemma":[0.000912644,0.000001032463,0.00006640163,0.0004347291,0.00006398417,0.00001215662,0.00001644375,0.00002098463,0.9984716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9201669,"threshold_uncertainty_score":0.3548426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005115562228888049,"score_gpt":0.1897395697822301,"score_spread":0.1846240075533421,"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."}}