{"id":"W2957996043","doi":"10.1001/jamadermatol.2019.0891","title":"Association of Hidradenitis Suppurativa With Inflammatory Bowel Disease","year":2019,"lang":"en","type":"article","venue":"JAMA Dermatology","topic":"Hidradenitis Suppurativa and Treatments","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hidradenitis suppurativa; Medicine; Inflammatory bowel disease; Dermatology; Inflammatory Bowel Diseases; Ulcerative colitis; Disease; Pyoderma gangrenosum; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02459104,0.001904328,0.007211782,0.005765268,0.0004936968,0.002810697,0.001810235,0.001832987,0.002988245],"category_scores_gemma":[0.05150443,0.0009947446,0.02022466,0.006060348,0.0007553937,0.001812118,0.001244153,0.001653596,0.0002379994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001289085,"about_ca_system_score_gemma":0.001839157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0034044,"about_ca_topic_score_gemma":0.005610672,"domain_scores_codex":[0.9754916,0.0130446,0.005884012,0.002296265,0.002859479,0.0004240533],"domain_scores_gemma":[0.9501713,0.03752501,0.0088689,0.001239861,0.001854918,0.0003401467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.003048583,0.00005942683,0.0631025,0.235892,0.6632377,0.0003667015,0.0001374371,0.0009822954,0.0004105801,0.0003014848,0.001180899,0.03128042],"study_design_scores_gemma":[0.0009870775,0.0007044505,0.0656367,0.05281118,0.8707125,0.0009265016,0.0001307972,0.001029655,0.0003770843,0.0008375847,0.005767095,0.00007932796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006784535,0.9911132,0.0006614478,0.0003701455,0.0001925018,0.0001394753,0.0003968639,0.00001683934,0.0003250875],"genre_scores_gemma":[0.3650388,0.6243458,0.005951212,0.001206239,0.001130236,0.0007622309,0.001171846,0.00003270815,0.0003608837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02459104,"threshold_uncertainty_score":0.1300514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004471191268645796,"score_gpt":0.2232780987345522,"score_spread":0.2188069074659064,"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."}}