{"id":"W4391873416","doi":"10.1093/jcag/gwad061.168","title":"A168 RATES OF <i>CLOSTRIDIOIDES DIFFICILE</i> INFECTIONS REQUIRING HOSPITALIZATION DURING THE COVID-19 PANDEMIC","year":2024,"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":"University of Calgary","funders":"","keywords":"Clostridioides; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Emergency medicine; Intensive care medicine; Internal medicine; Infectious disease (medical specialty); Outbreak; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007259304,0.0001845847,0.0001814331,0.0007851481,0.0003243514,0.0006206938,0.0004240882,0.0004435779,0.002689675],"category_scores_gemma":[0.003989833,0.0001572883,0.0004833107,0.001006629,0.0002207366,0.0005680113,0.0006853414,0.0006150514,0.0002106156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005894197,"about_ca_system_score_gemma":0.000573921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198127,"about_ca_topic_score_gemma":0.01234503,"domain_scores_codex":[0.9989007,0.0002141825,0.000171246,0.000281359,0.0001874668,0.0002450895],"domain_scores_gemma":[0.9971463,0.0003212133,0.001819226,0.0001583681,0.0003156726,0.0002392522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008367465,0.00002514432,0.9963153,0.00002197058,0.00004584874,0.00005647317,0.0001081744,0.0001952926,0.0001819006,0.00008327264,0.0007225396,0.002160297],"study_design_scores_gemma":[0.000002604951,0.00002755554,0.9987387,0.00001501736,0.000008863497,0.0001119226,0.000234645,0.0004525814,0.00006637633,0.0000298851,0.00030783,0.000003956078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947565,0.000269631,0.0001904126,0.0002324584,0.00002401266,0.00001320187,0.003369888,0.00001427898,0.001129765],"genre_scores_gemma":[0.9976164,0.0001022911,0.00008508125,0.00005735967,0.00002038518,0.00001574756,0.001916605,0.000002750333,0.000183443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01198127,"threshold_uncertainty_score":0.02382308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02323414718543728,"score_gpt":0.3020736865024585,"score_spread":0.2788395393170213,"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."}}