{"id":"W4311486904","doi":"10.14745/ccdr.v48i1112a06","title":"Hospital and related resource costs associated with antimicrobial-resistant infections in Canada, 2019","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Canada","funders":"","keywords":"Medicine; Antibiotics; Confounding; Antibiotic resistance; Antimicrobial; Emergency medicine; Clostridioides; Total cost; Intensive care medicine; Environmental health; Internal medicine; Biology; Business; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006047659,0.0003897227,0.0003013159,0.001818467,0.001168474,0.001750246,0.0007541527,0.0003924989,0.003703387],"category_scores_gemma":[0.004440944,0.0002626214,0.0009093587,0.003398947,0.0003376578,0.0003895645,0.0009915602,0.001205435,0.0002231592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06449538,"about_ca_system_score_gemma":0.05721087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9878843,"about_ca_topic_score_gemma":0.9933861,"domain_scores_codex":[0.99867,0.0001494875,0.0001147703,0.00006718245,0.0005896438,0.0004089673],"domain_scores_gemma":[0.9979033,0.0001317471,0.0004756881,0.00002634479,0.0009756634,0.0004870918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004783341,0.0001464687,0.8880001,0.0008963522,0.0008130337,0.0007416536,0.0003922298,0.01023516,0.0002776727,0.003298521,0.04239473,0.05232576],"study_design_scores_gemma":[0.00004042859,0.00006981838,0.9786937,0.0004592868,0.0002492215,0.0004462714,0.001168288,0.006508274,0.0001780846,0.0005407367,0.01160981,0.00003606316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8089054,0.01433189,0.0009136472,0.009040331,0.0002597201,0.0003098458,0.1408579,0.0001188519,0.02526253],"genre_scores_gemma":[0.9674658,0.005704874,0.0009406909,0.0005132507,0.00005148063,0.00006190385,0.02130159,0.0000159164,0.003944618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06449538,"threshold_uncertainty_score":0.467949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002723530081156574,"score_gpt":0.1674298994640362,"score_spread":0.1647063693828796,"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."}}