{"id":"W2944357792","doi":"10.1093/jcag/gwz006.119","title":"A120 CLOSTRIDIUM DIFFICILE SCREENING IN HOSPITALIZED PATIENTS WITH INFLAMMATORY BOWEL DISEASE","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Inflammatory bowel disease; Internal medicine; Ulcerative colitis; Clostridium difficile; Incidence (geometry); Population; Gastroenterology; Disease; Antibiotics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004122666,0.0001576183,0.0003636461,0.000951517,0.0005914727,0.0007415137,0.0003009929,0.0004393223,0.00192937],"category_scores_gemma":[0.003110417,0.0003168547,0.0003365757,0.001406738,0.000225756,0.0004560035,0.0004136265,0.000626618,0.0002557512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007862524,"about_ca_system_score_gemma":0.0006990597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008171458,"about_ca_topic_score_gemma":0.008827194,"domain_scores_codex":[0.9989844,0.0002267762,0.0002299203,0.0001233141,0.0002520458,0.0001835525],"domain_scores_gemma":[0.9980102,0.0003074125,0.001103262,0.00004952556,0.0002517299,0.0002778724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004161458,0.00003398946,0.9982154,0.00003320567,0.000008663415,0.0002314269,0.000100709,0.000006410417,0.00004869917,0.0000077018,0.0001791309,0.001093037],"study_design_scores_gemma":[0.000005942948,0.0001772391,0.9974617,0.00005952855,0.00001269775,0.001149944,0.0006466797,0.0000547137,0.00004077856,0.00001294704,0.0003731224,0.000004633345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965608,0.00116719,0.00005689527,0.0001402789,0.00002960173,0.00003965057,0.0005936697,0.00000416457,0.00140778],"genre_scores_gemma":[0.9986495,0.0005574217,0.00008612081,0.0001356122,0.00003231096,0.00002458179,0.0003900098,0.000001331664,0.0001231705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008171458,"threshold_uncertainty_score":0.01624781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005441715777527301,"score_gpt":0.2164311616458056,"score_spread":0.2109894458682783,"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."}}