{"id":"W4313388272","doi":"10.5114/pm.2022.123783","title":"Risk factors for carbapenem-resistant Klebsiella pneumoniae infection in a palliative care centre","year":2022,"lang":"en","type":"article","venue":"Medycyna Paliatywna","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Klebsiella pneumoniae; Palliative care; Medicine; Internal medicine; Microbiology; Nursing; Escherichia coli; Biology; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002083986,0.0002647996,0.0002656737,0.00008961244,0.0002826609,0.00003101176,0.0002345984,0.0001297179,0.00008064288],"category_scores_gemma":[0.0002086473,0.0002687591,0.0001843892,0.0001986714,0.00005712823,0.000004826361,0.0001737989,0.0001996693,0.000003819315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002187348,"about_ca_system_score_gemma":0.0001133164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007557874,"about_ca_topic_score_gemma":0.003075727,"domain_scores_codex":[0.9981815,0.0002253405,0.0003379897,0.0005813643,0.0002326211,0.0004412158],"domain_scores_gemma":[0.9991365,0.00005696664,0.0002251781,0.0004101277,0.00008667917,0.00008454693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002735881,0.00008779242,0.9359675,0.00006546632,0.00006811832,0.000006796506,0.001173057,0.0005268926,0.06073905,0.00005709985,0.0006956622,0.0003389968],"study_design_scores_gemma":[0.001812347,0.0006809311,0.8686499,0.00003402336,0.00008374109,0.000001527466,0.004941437,0.0001558665,0.03724024,0.0001781876,0.08552717,0.0006946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969622,0.0005019452,0.0002128811,0.00007200595,0.0005834833,0.0006840297,0.0005556949,0.00002438171,0.0004033147],"genre_scores_gemma":[0.9978971,0.0002477786,0.0002201242,0.00005547044,0.0001185031,0.00008421811,0.0007199809,0.00004975867,0.0006070334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08483151,"threshold_uncertainty_score":0.9999765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126547360862716,"score_gpt":0.2579495233858878,"score_spread":0.2466840497772606,"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."}}