{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002028409,0.0004491519,0.0003920928,0.001191317,0.0009567295,0.0005446873,0.0002827478,0.0006795187,0.01697519],"category_scores_gemma":[0.001558716,0.0001819433,0.0003693186,0.0008034089,0.0005235893,0.0005042984,0.0007663118,0.001405841,0.003050676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002299557,"about_ca_system_score_gemma":0.0003179038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006490419,"about_ca_topic_score_gemma":0.0006808768,"domain_scores_codex":[0.999698,0.00004927614,0.00002012352,0.00002865832,0.00009205038,0.0001118966],"domain_scores_gemma":[0.9996269,0.00008587458,0.00008257155,0.000058323,0.00003894211,0.0001073239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001346544,0.0007140324,0.0812404,0.001257018,0.0001573254,0.5721373,0.0008109626,0.000276169,0.01703544,0.00797973,0.02028126,0.2967639],"study_design_scores_gemma":[0.0002183032,0.0004795689,0.1062871,0.0003851747,0.000111022,0.7958976,0.0004248958,0.0003428796,0.00365198,0.003542326,0.08862786,0.00003121351],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5138081,0.03543587,0.003870385,0.009797991,0.001759081,0.0003318987,0.001396942,0.0006971012,0.4329027],"genre_scores_gemma":[0.9312856,0.008612863,0.000961531,0.002636064,0.001009397,0.00004537251,0.0003450786,0.00004860264,0.05505549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01697519,"threshold_uncertainty_score":0.05678767,"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."}}