{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005574036,0.0003721329,0.000415016,0.002148892,0.00257835,0.001501808,0.00109396,0.0003117993,0.002006385],"category_scores_gemma":[0.002004557,0.0003570447,0.0004855648,0.005723483,0.000652301,0.0003200513,0.001051186,0.0004919549,0.0001494697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0424406,"about_ca_system_score_gemma":0.0675332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970263,"about_ca_topic_score_gemma":0.998195,"domain_scores_codex":[0.9987066,0.0000753006,0.00009122179,0.000168218,0.0004955853,0.0004630337],"domain_scores_gemma":[0.995979,0.0001179125,0.001056396,0.00008893802,0.001805614,0.0009521609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005476519,0.00001545194,0.9922467,0.00008532142,0.00005724392,0.0001199874,0.0003558882,0.0001427933,0.0001876993,0.000111132,0.002512003,0.004110846],"study_design_scores_gemma":[0.000006347195,0.00001200714,0.9972366,0.00005890562,0.0000213527,0.00005565245,0.0005384136,0.0001526065,0.00002837365,0.00001708719,0.001866683,0.000005935434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607609,0.004843265,0.0002236803,0.001850067,0.00006188826,0.0001163207,0.0258643,0.00003247335,0.006247084],"genre_scores_gemma":[0.9911724,0.002190145,0.0003265381,0.000270203,0.00002506054,0.00003074341,0.00485891,0.000006990183,0.001119061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0424406,"threshold_uncertainty_score":0.3079296,"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."}}