{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005214079,0.0003159682,0.0002070215,0.002148375,0.0005345912,0.001002984,0.0004880816,0.0003172174,0.001765082],"category_scores_gemma":[0.001649047,0.0002800376,0.0003346718,0.001922569,0.0007816919,0.0007450248,0.0007089279,0.0003397193,0.0001940036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002796629,"about_ca_system_score_gemma":0.002559771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3500043,"about_ca_topic_score_gemma":0.3082623,"domain_scores_codex":[0.9993463,0.00007248734,0.000104605,0.0001682635,0.0002059686,0.000102289],"domain_scores_gemma":[0.9985173,0.00008225399,0.0009254721,0.00004755785,0.0002629069,0.0001643904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007721021,0.00003194128,0.9789371,0.0002707438,0.0000522265,0.0007092572,0.001415116,0.0001214201,0.006174531,0.00008532798,0.0003475667,0.01177762],"study_design_scores_gemma":[0.000002619468,0.00004165425,0.9976948,0.00004214589,0.000009409599,0.0005465545,0.000704972,0.00004857569,0.00007864306,0.00001698302,0.0008077555,0.000005885245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952881,0.002085596,0.0002369312,0.0003065337,0.00000917577,0.00005355981,0.0006178861,0.000009500723,0.001392689],"genre_scores_gemma":[0.9956445,0.00269545,0.0006496534,0.00008039017,0.000009947155,0.00003865699,0.0004334258,0.000003780187,0.0004443144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3500043,"threshold_uncertainty_score":0.6959341,"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."}}