{"id":"W2559096537","doi":"","title":"Pyoderma Gangrenosum Involving all Four Extremities.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pyoderma gangrenosum; Medicine; Debridement (dental); Surgical debridement; Dermatology; Surgery; Pyoderma; Pathology; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0001877859,0.0001330284,0.0002107026,0.00008652117,0.00004473917,0.00001423723,0.0000996678,0.00008248824,0.0002736764],"category_scores_gemma":[0.0001954687,0.00008753075,0.00009674454,0.00007330322,0.00007945071,0.0001902692,0.00005025081,0.00008499654,0.0001470283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007964391,"about_ca_system_score_gemma":0.00004381654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001256638,"about_ca_topic_score_gemma":0.000005978591,"domain_scores_codex":[0.9988853,0.00002281433,0.0002358898,0.0001993467,0.0001972872,0.000459328],"domain_scores_gemma":[0.9993627,0.00005125732,0.00006938068,0.0003205487,0.00004850558,0.0001476304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001166421,0.00008996807,0.08777171,0.00009097123,0.0001845553,0.0001388452,0.0003723598,2.822876e-7,0.003335989,0.001017821,0.06036029,0.8465205],"study_design_scores_gemma":[0.002044839,0.0000201102,0.6584991,0.00005844102,0.00006151626,0.00004811712,0.0001391409,0.000009688232,0.002297294,0.0004873312,0.3361324,0.0002019524],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8933322,0.00303465,0.000299262,0.01186278,0.0006048593,0.001165199,0.000007043841,0.0004591458,0.08923484],"genre_scores_gemma":[0.9741139,0.0002707637,0.00004994757,0.001969819,0.0001586514,0.0004492022,0.000004570502,0.00003243177,0.02295067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8463186,"threshold_uncertainty_score":0.35694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04487884797458406,"score_gpt":0.2194526626522874,"score_spread":0.1745738146777033,"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."}}