{"id":"W4310107622","doi":"10.1182/blood-2022-169665","title":"Epidemiology and Disease Burden of Mucormycosis in Canada: Canmus Registry","year":2022,"lang":"en","type":"article","venue":"Blood","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Saint John Regional Hospital; Dalhousie University; Western University; University of Toronto; CancerCare Manitoba; University Health Network; University of Saskatchewan; Université de Montréal; Institut National de Santé Publique du Québec; Toronto General Hospital; McMaster University; Concordia University; McGill University; McGill University Health Centre; University of Ottawa; Juravinski Hospital; Queen's University; University of British Columbia","funders":"","keywords":"Epidemiology; Mucormycosis; Medicine; Disease registry; Disease; Gerontology; Family medicine; Intensive care medicine; Surgery; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007660402,0.0003634394,0.0004568612,0.003573108,0.00189381,0.001303221,0.001060087,0.0003126245,0.003085617],"category_scores_gemma":[0.00274761,0.0002562362,0.0004814622,0.01011808,0.0004463841,0.0003320106,0.00105072,0.0004020584,0.0003953356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03123516,"about_ca_system_score_gemma":0.06601093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9902369,"about_ca_topic_score_gemma":0.9922,"domain_scores_codex":[0.9984699,0.00006297576,0.0001342751,0.0002331204,0.0007445305,0.0003552741],"domain_scores_gemma":[0.9959956,0.0001492494,0.0009842383,0.0001498052,0.002005546,0.0007155386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001083899,0.00002847087,0.9682891,0.0002990184,0.00009951802,0.0002157585,0.0003246808,0.0004341681,0.0002907867,0.0003277487,0.01598562,0.01359678],"study_design_scores_gemma":[0.00001550769,0.00003132478,0.9858497,0.0002071726,0.00005813517,0.0003890256,0.000663742,0.0006127762,0.0001938656,0.00005730832,0.01190142,0.00002005803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7520409,0.006448813,0.000861285,0.001910561,0.00007971393,0.0005424441,0.2206599,0.0003126622,0.0171437],"genre_scores_gemma":[0.9428806,0.004343792,0.001445302,0.0005557695,0.00004086932,0.0001750276,0.04744125,0.00004202835,0.00307533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03123516,"threshold_uncertainty_score":0.226628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200613241003817,"score_gpt":0.260050943015241,"score_spread":0.2399896189148593,"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."}}