{"id":"W2977244905","doi":"10.14309/00000434-201610001-00581","title":"C. difficile Infection Among Inflammatory Bowel Disease Patients Is Associated with Medication Non-compliance and Endoscopic Extent of Disease","year":2016,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Inflammatory bowel disease; Internal medicine; Ulcerative colitis; Clostridium difficile; Medical record; Retrospective cohort study; Disease; Prednisone; Gastroenterology; Antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001148408,0.0002702933,0.0003287328,0.0007248531,0.0003830783,0.0006954879,0.0002746044,0.0004424765,0.002738633],"category_scores_gemma":[0.006316058,0.0002119852,0.0004454829,0.001253605,0.0003640488,0.0002776786,0.0004263395,0.0005914276,0.0002332388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002518991,"about_ca_system_score_gemma":0.0004424388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002531152,"about_ca_topic_score_gemma":0.00280023,"domain_scores_codex":[0.998737,0.0004116334,0.0001840774,0.0002341265,0.0003020095,0.0001310793],"domain_scores_gemma":[0.9903415,0.001988753,0.006374732,0.0003143579,0.0004398196,0.0005408269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000466488,0.00001514114,0.9989437,0.000009850976,0.0000259812,0.0000476241,0.00001297233,0.00001400687,0.00007540428,0.00000503892,0.00003318451,0.0007703885],"study_design_scores_gemma":[0.000003437802,0.00005495167,0.9990467,0.000009941712,0.00002365235,0.0005451606,0.00005105405,0.000127961,0.00003050077,0.000009256855,0.0000952597,0.000001983144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981014,0.0007382277,0.0001404778,0.0001076212,0.0000112336,0.000009267184,0.0001749175,0.000009458753,0.0007074538],"genre_scores_gemma":[0.9995096,0.0001326837,0.0001083109,0.00002662057,0.00001331171,0.000003199952,0.0001243747,0.000001633559,0.00008020161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002738633,"threshold_uncertainty_score":0.009161592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054157373198039,"score_gpt":0.2577688026274478,"score_spread":0.2472272288954674,"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."}}