{"id":"W2135166725","doi":"10.1086/521664","title":"Risk of <i>Clostridium difficile</i>-Associated Disease Among Patients Receiving Proton-Pump Inhibitors in a Quebec Medical Intensive Care Unit","year":2007,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Clostridium difficile; Medicine; Intensive care unit; Intensive care medicine; Disease; Environmental health; Clostridium; Antibiotics; Emergency medicine; Internal medicine; Microbiology; Bacteria; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002125898,0.0003399687,0.001122621,0.0004603604,0.0001326316,0.00001059512,0.00009856568,0.0005252099,0.00005777141],"category_scores_gemma":[0.0409293,0.0002887584,0.0002779425,0.0005188792,0.0005592039,0.0001174491,0.0001156103,0.001066454,0.00000793956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003739079,"about_ca_system_score_gemma":0.0003532267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04558964,"about_ca_topic_score_gemma":0.01658141,"domain_scores_codex":[0.9961849,0.0006600088,0.001311311,0.000592051,0.0004683845,0.0007833021],"domain_scores_gemma":[0.9946951,0.00232538,0.0005511916,0.0002847807,0.001423572,0.0007200204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001093501,0.0005472786,0.9804849,0.0001684591,0.0001525681,0.0000667577,0.0004387203,0.00002698645,0.0001412522,0.00003842056,0.0001739974,0.01666715],"study_design_scores_gemma":[0.007629744,0.001469004,0.9868163,0.0004610055,0.0001713674,0.000003727736,0.0005722272,0.0007898556,0.00133838,0.00006517381,0.0004205409,0.000262665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947698,0.0007723835,0.0001438812,0.001454017,0.0004464517,0.00195154,0.00007785687,0.00007208858,0.0003119954],"genre_scores_gemma":[0.9982488,0.0007082478,0.000005833106,0.0004468642,0.0002401866,0.0001224717,0.0001364179,0.00003319391,0.00005799786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0388034,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314054005192693,"score_gpt":0.2990160175681797,"score_spread":0.2858754775162528,"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."}}