{"id":"W6920305662","doi":"10.60692/7aa6j-98h23","title":"Annual relative increased in inpatient mortality from antimicrobial resistant nosocomial infections in Thailand","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Antimicrobial; Antibiotic resistance; Relative risk; Hazard ratio; Pseudomonas aeruginosa; Retrospective cohort study; Acinetobacter; Cohort","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007597108,0.0002449772,0.0001859311,0.0006035488,0.0001749045,0.0006036141,0.0002456572,0.0001790031,0.0006807495],"category_scores_gemma":[0.001606377,0.0001904978,0.0005992753,0.0008409391,0.0001443493,0.0003374681,0.0005096794,0.0004770674,0.0001087573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004022591,"about_ca_system_score_gemma":0.000353561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006636836,"about_ca_topic_score_gemma":0.006111005,"domain_scores_codex":[0.9994635,0.0001724561,0.00008885682,0.000115244,0.0000995205,0.00006040157],"domain_scores_gemma":[0.998147,0.0002113085,0.001187281,0.0001080135,0.0001820435,0.0001644251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000704084,0.000006876353,0.9972529,0.0000288888,0.00009413746,0.00008811062,0.0000634182,0.000195285,0.0001147522,0.00002384269,0.0001242122,0.001937216],"study_design_scores_gemma":[0.000003142922,0.00004830622,0.9978224,0.00001909733,0.00005648572,0.0006073523,0.0002481438,0.0007577654,0.0001037795,0.0000354882,0.0002910519,0.000006962956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970235,0.0007314266,0.0003442766,0.0000806963,0.0000108631,0.000004485353,0.001368297,0.00001123559,0.0004252798],"genre_scores_gemma":[0.9986436,0.0004459517,0.00009624378,0.00001544894,0.00001070692,0.000005528268,0.0006689489,0.000002101967,0.0001113933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006636836,"threshold_uncertainty_score":0.01319641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197180240260759,"score_gpt":0.201257575990829,"score_spread":0.1892857735882214,"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."}}