{"id":"W3003421243","doi":"10.1093/ofid/ofz523","title":"The Clinical Burden of Clostridioides difficile in Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sanofi (Canada); Mount Sinai Hospital","funders":"Sanofi Pasteur; Institute for Clinical Evaluative Sciences; Cancer Care Ontario; Sanofi; Government of Ontario; Canadian Institutes of Health Research; Ontario SPOR SUPPORT Unit","keywords":"Clostridioides; Medicine; Clostridium difficile; Pathogenic organism; Intensive care medicine; Internal medicine; Microbiology; Antibiotics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003554234,0.0002119378,0.0006131536,0.0000829633,0.0001574517,0.00009492334,0.0004958354,0.00009802775,0.001154521],"category_scores_gemma":[0.0004599989,0.000151441,0.0002040004,0.0003436772,0.000146555,0.0001025929,0.0004790436,0.0005008299,0.00006639841],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008104884,"about_ca_system_score_gemma":0.005758687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9731536,"about_ca_topic_score_gemma":0.9850246,"domain_scores_codex":[0.997597,0.0001217267,0.0007319075,0.0004069779,0.0005680431,0.0005743339],"domain_scores_gemma":[0.9979503,0.0006683662,0.000167441,0.000742417,0.0001854144,0.0002860849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007153504,0.0004565081,0.9727585,0.00004336407,0.0001235924,0.00005361998,0.0000327261,0.00007906677,0.0003229999,0.0004439269,0.01936833,0.005601993],"study_design_scores_gemma":[0.008653631,0.00211359,0.8215754,0.0003928393,0.0001916089,0.00005957492,0.001803799,0.0002950034,0.005200933,0.0004072382,0.158776,0.0005304263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954332,0.0004742129,3.978766e-7,0.001253556,0.0004187214,0.001426724,0.00005087666,0.00001898594,0.04202453],"genre_scores_gemma":[0.992837,0.0001904944,0.000003851666,0.0001990258,0.00007286544,0.00006443432,0.00005077637,0.00002879217,0.00655276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1511831,"threshold_uncertainty_score":0.9998778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02141755161214095,"score_gpt":0.3143455146611401,"score_spread":0.2929279630489992,"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."}}