{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000002657653,0.0001645871,0.0003857756,0.0001267822,0.00003659552,0.000013942,0.00006864165,0.0001590826,0.0006508249],"category_scores_gemma":[0.00009341472,0.0001282452,0.00008179322,0.0001182652,0.00006143992,0.0002433653,0.00002524036,0.0001745602,0.0004418149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001076641,"about_ca_system_score_gemma":0.0002005117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001028614,"about_ca_topic_score_gemma":0.00001185314,"domain_scores_codex":[0.9987975,0.0001070004,0.0002990467,0.0002216106,0.0003035707,0.0002712202],"domain_scores_gemma":[0.9990167,0.0001571846,0.0002093213,0.0002895907,0.0001521903,0.0001750387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004133328,0.0001545315,0.9624934,0.0002051734,0.0002278188,0.03297221,0.0002867153,1.743923e-7,0.0007866582,0.0007013393,0.001560414,0.000198252],"study_design_scores_gemma":[0.0103364,0.0004296775,0.8422122,0.0002725384,0.0004657505,0.132125,0.0003167094,0.0002229868,0.007377888,0.0002932223,0.005630129,0.0003174547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390259,0.0001021454,0.00001919299,0.05472083,0.0001185764,0.0005205382,0.00003663201,0.0000607021,0.005395484],"genre_scores_gemma":[0.9958795,0.000024322,0.0001663805,0.00003277588,0.00003979672,0.00003397881,0.0001236422,0.00002473425,0.003674879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1202812,"threshold_uncertainty_score":0.7126076,"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."}}