{"id":"W2973544807","doi":"10.1503/cmaj.190721","title":"Ulcerative pyoderma gangrenosum","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pyoderma gangrenosum; Medicine; Dermatology; Spider; Surgery; Lupus erythematosus; Pathology; Disease; Immunology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007265068,0.00009751702,0.0002330838,0.0001472452,0.0001399182,0.00004428246,0.0001016608,0.0003003871,0.02427522],"category_scores_gemma":[0.000481493,0.00008517819,0.0001128564,0.0001504485,0.00002257049,0.0001356795,0.000008086554,0.0008534514,0.002482096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007083057,"about_ca_system_score_gemma":0.003747248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008596585,"about_ca_topic_score_gemma":0.003535902,"domain_scores_codex":[0.9981475,0.00007670122,0.0003248464,0.0001143172,0.0009485083,0.0003881663],"domain_scores_gemma":[0.9983355,0.00005350628,0.0001428699,0.0001044344,0.0002947546,0.00106895],"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":[0.00003569003,0.00004936887,0.4651748,0.00002471917,0.0003433651,0.0008005491,0.001227188,0.000005149107,0.0001035002,0.001189157,0.4845051,0.04654139],"study_design_scores_gemma":[0.00166023,0.00008657925,0.1537387,0.00007553215,0.00002477835,0.0004560176,0.0007818248,0.0002488689,0.00003325346,0.00009506876,0.8426821,0.0001170102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.832556,0.0003024421,0.00003919667,0.05169884,0.001334682,0.0002330401,0.000005842765,0.00003547259,0.1137945],"genre_scores_gemma":[0.9529595,0.0001181632,0.00005371447,0.03289632,0.000873381,0.000003440543,0.00001595005,0.00002266762,0.01305691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.358177,"threshold_uncertainty_score":0.9982946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004053713952112873,"score_gpt":0.2198131473424338,"score_spread":0.215759433390321,"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."}}