{"id":"W2790047872","doi":"10.14745/ccdr.v43i05a05","title":"Mycobacterium chimaera infections in post–operative patients exposed to heater–cooler devices: An overview","year":2017,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Government of New Brunswick; Public Health Ontario; University of Ottawa; Dalhousie University; Queen Elizabeth II Health Sciences Centre; University of Alberta; Public Health Agency of Canada","funders":"Health Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Outbreak; Medicine; Environmental health; Intensive care medicine; Epidemiology; Infection risk; Risk of infection; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003062043,0.0002687747,0.0005128109,0.0001383114,0.0006386515,0.0002306761,0.0005348776,0.00006342257,0.0005053257],"category_scores_gemma":[0.001616196,0.0002459057,0.0000990529,0.0001664412,0.00008313022,0.000525163,0.0004710174,0.0003403264,0.00001702864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006382411,"about_ca_system_score_gemma":0.003803098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5112819,"about_ca_topic_score_gemma":0.7963348,"domain_scores_codex":[0.9976733,0.0001970943,0.0005387058,0.0004418068,0.0005719236,0.0005772145],"domain_scores_gemma":[0.9939997,0.00008311245,0.0001768973,0.003341109,0.0006298423,0.00176939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003089439,0.0008011314,0.9926522,0.0001445152,0.00007143159,0.001898951,0.0001014241,0.000007873105,0.0002844097,0.00001703753,0.00288922,0.0008229109],"study_design_scores_gemma":[0.001191304,0.0002662846,0.9647663,0.0004428188,0.00006673185,0.00003952872,0.00007505289,0.00003538185,0.000173989,0.000006732045,0.03267354,0.0002623036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920192,0.0004682496,0.000001073769,0.003082337,0.0002216622,0.0009437521,0.0002329507,0.00003644084,0.002994377],"genre_scores_gemma":[0.9946836,0.0002754476,0.00008231094,0.003171653,0.00006867685,0.000283869,0.001041565,0.00003993039,0.0003529947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2850529,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0522311553979384,"score_gpt":0.3543769452180185,"score_spread":0.3021457898200801,"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."}}