{"id":"W4294355710","doi":"10.26635/6965.5783","title":"Epidemiology of carbapenem resistant Acinetobacter baumannii in New Zealand","year":2022,"lang":"en","type":"article","venue":"New Zealand Medical Journal","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Acinetobacter baumannii; Outbreak; Epidemiology; Molecular epidemiology; Biology; Microbiology; Medicine; Virology; Genetics; Genotype; Internal medicine; Bacteria; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001412528,0.0001793678,0.0004588335,0.0001013433,0.00008065771,0.00000570277,0.0004931166,0.0002148508,0.001328505],"category_scores_gemma":[0.0005433873,0.0001484934,0.0001428208,0.0001308113,0.0001052916,0.000005351974,0.0002278913,0.0006379288,0.000003744988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000590599,"about_ca_system_score_gemma":0.001371042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003943675,"about_ca_topic_score_gemma":0.0005216644,"domain_scores_codex":[0.9975234,0.0004264039,0.0008070255,0.0003187828,0.0004397543,0.0004846448],"domain_scores_gemma":[0.9986545,0.00010031,0.0003257156,0.0002980745,0.00004072955,0.0005806278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001372844,0.0001017379,0.7382224,0.00001173168,0.0001007616,0.0001728943,0.0001485414,0.00004386575,0.02560987,0.00006895266,0.2289989,0.005147465],"study_design_scores_gemma":[0.003754016,0.0009495334,0.5585776,0.00008992835,0.00003715675,0.0009430568,0.0001255701,0.00001666916,0.00127349,0.001188781,0.4327846,0.0002596199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925261,0.001471262,0.0001560437,0.004685046,0.000615078,0.0001065304,0.0000124491,0.00000525653,0.000422293],"genre_scores_gemma":[0.9677101,0.001082489,0.001010665,0.001496386,0.001586033,0.000002548501,0.00008774045,0.00003592878,0.02698814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2037857,"threshold_uncertainty_score":0.9995844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166304954543648,"score_gpt":0.288052706980911,"score_spread":0.2714222115265462,"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."}}