{"id":"W4386476659","doi":"10.1136/bmj-2023-075863","title":"Pyoderma gangrenosum","year":2023,"lang":"de","type":"article","venue":"BMJ","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Queen's University","funders":"","keywords":"Pyoderma gangrenosum; Dermatology; Medicine; Computer science; Data science; World Wide Web; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000423712,0.0002140836,0.00035756,0.0001841575,0.0001330468,0.00002830257,0.0001604077,0.0001890587,0.001693823],"category_scores_gemma":[0.0002419744,0.0002053616,0.0001782888,0.0005480653,0.0001107766,0.00008812088,0.0001139135,0.000262437,0.07934143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000375957,"about_ca_system_score_gemma":0.0002573968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002584484,"about_ca_topic_score_gemma":0.000002519489,"domain_scores_codex":[0.9982616,0.00006241702,0.0004931556,0.0002809667,0.0003521862,0.0005496742],"domain_scores_gemma":[0.9990098,0.00006399424,0.0001312407,0.000599193,0.00006059641,0.0001351419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006260467,0.00005714007,0.01031682,0.0002214484,0.0003050506,0.000592222,0.001097317,0.00002140205,0.000392489,0.0005747809,0.9643625,0.02199621],"study_design_scores_gemma":[0.00130964,0.0001110994,0.07082084,0.0002440499,0.0002494938,0.000006408967,0.001029599,0.001369658,0.0003963377,0.0001932897,0.9240134,0.0002561704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4914634,0.08793475,0.00009692685,0.1142041,0.01961595,0.00352177,0.00009194104,0.0024919,0.2805792],"genre_scores_gemma":[0.7446638,0.01009824,0.0001110016,0.008110011,0.008087573,0.000183897,0.0006908743,0.0002688007,0.2277858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2532004,"threshold_uncertainty_score":0.9992188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406107783387603,"score_gpt":0.3059457247937464,"score_spread":0.2818846469598704,"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."}}