{"id":"W1572068089","doi":"10.14740/gr649w","title":"Clinical and Sociodemographic Aspects of Inflammatory Bowel Disease Patients","year":2015,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epidemiology; Ulcerative colitis; Inflammatory bowel disease; Disease; Internal medicine; Proctitis; Diarrhea; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001592726,0.0001374379,0.0001660538,0.0001475615,0.00007211854,0.00001224085,0.0002783125,0.0001555549,0.000008597363],"category_scores_gemma":[0.0006496133,0.0001353183,0.0001064624,0.00005536745,0.001388781,0.000007585505,0.0004650362,0.00028433,0.0000156957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000109652,"about_ca_system_score_gemma":0.0002487791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002912088,"about_ca_topic_score_gemma":0.00003285072,"domain_scores_codex":[0.9974083,0.0009038119,0.0003750194,0.0004388762,0.0003738716,0.0005000615],"domain_scores_gemma":[0.9982076,0.00002576361,0.00008663948,0.0004737316,0.0005474245,0.0006588643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002509416,0.0002123638,0.9935307,0.00004402524,0.00006152239,0.0000518601,0.00002900276,0.000005081742,0.000274,0.0001692169,0.002983752,0.000129063],"study_design_scores_gemma":[0.002252478,0.0005230778,0.9959781,0.00001151641,0.00001464327,0.000002521658,0.00004414263,0.00003884005,0.00004231654,0.0006781213,0.0003453225,0.00006893277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988416,0.0001624736,0.00002441613,0.0001210299,0.0001384029,0.0002957582,0.00003414191,0.00001023669,0.0003719436],"genre_scores_gemma":[0.9993361,0.00008252179,0.00007637759,0.0001668997,0.0001632756,0.00003483336,0.00006083173,0.00002222647,0.00005694965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002638429,"threshold_uncertainty_score":0.5518121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03418141296495702,"score_gpt":0.3384767665803412,"score_spread":0.3042953536153842,"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."}}