{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000265848,0.0001175124,0.0002507805,0.0007044,0.0004059894,0.0003150024,0.0001166424,0.0002083321,0.002553619],"category_scores_gemma":[0.00145656,0.00009725562,0.000194467,0.0008592415,0.0001890161,0.0002399187,0.0002273447,0.0002438459,0.0002249279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415997,"about_ca_system_score_gemma":0.0003063847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003779578,"about_ca_topic_score_gemma":0.005274367,"domain_scores_codex":[0.9996651,0.00008769969,0.00004897735,0.00004389092,0.00008256085,0.00007168217],"domain_scores_gemma":[0.9992933,0.0001041858,0.0003576757,0.00002054375,0.00006935454,0.00015485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002411905,0.00004073451,0.9980277,0.00002495366,0.000008414447,0.0001322102,0.0001948304,0.000009516631,0.0001300576,0.00001663998,0.0001027632,0.001287825],"study_design_scores_gemma":[0.000002238891,0.00008976277,0.9979633,0.0000238985,0.00000878605,0.0007737574,0.0005968685,0.00002223073,0.00002318795,0.00001745026,0.0004760745,0.000002417263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958854,0.000882117,0.00006066131,0.0002015834,0.000009597244,0.00003198834,0.0007509722,0.000002834941,0.002174663],"genre_scores_gemma":[0.999129,0.0003157511,0.00005979399,0.00006201454,0.000008834101,0.00001961563,0.0002511024,6.410109e-7,0.0001532423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003779578,"threshold_uncertainty_score":0.008542657,"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."}}