{"id":"W2120576279","doi":"10.1093/ofid/ofv076","title":"Incidence and Costs of Clostridium difficile Infections in Canada","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Providence Health Care; St. Paul's Hospital; Dalhousie University","funders":"Institute of Conservation","keywords":"Medicine; Clostridium difficile; Incidence (geometry); Clostridium Infections; C difficile; Intensive care medicine; Diarrhea; Microbiology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001691267,0.0002078393,0.0004917142,0.0002159822,0.0000929961,0.00006254129,0.0001997874,0.00006706922,0.0001339487],"category_scores_gemma":[0.0008021563,0.000196456,0.0000588087,0.0006710299,0.0001227099,0.0002077542,0.0004651993,0.0002448725,0.00001330717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494507,"about_ca_system_score_gemma":0.005378223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8789312,"about_ca_topic_score_gemma":0.8678758,"domain_scores_codex":[0.9982092,0.00008195046,0.0004145003,0.000360141,0.0004832817,0.000450974],"domain_scores_gemma":[0.9984324,0.0001961247,0.0001100103,0.0003851372,0.0002829902,0.0005933135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000281608,0.0006968913,0.9820389,0.00005874173,0.00005008418,0.0001141112,0.00004457768,0.0001011186,0.0008132411,0.0005505384,0.01013113,0.005119125],"study_design_scores_gemma":[0.0496688,0.01035965,0.7465785,0.003075558,0.001047246,0.002450688,0.01429826,0.004917096,0.1383195,0.002783365,0.02318885,0.003312554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810295,0.0008209443,0.000006960642,0.0008228626,0.0001635643,0.0008958627,0.0001343132,0.00002868177,0.01609735],"genre_scores_gemma":[0.9991916,0.0002038863,0.00001057533,0.0002187459,0.00004002541,0.00009537835,0.00004755765,0.00002631479,0.0001659215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2354604,"threshold_uncertainty_score":0.9540737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02082575640763859,"score_gpt":0.2982707244461058,"score_spread":0.2774449680384672,"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."}}