{"id":"W4214672247","doi":"10.2196/37246","title":"Antimicrobial Resistant Bacteria in Health Care Facilities: Exploring Links With Water, Sanitation, and Hygiene in Gaza, Palestine","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ceftazidime; Imipenem; Microbiology; Antibiotic resistance; Piperacillin; Hygiene; Amikacin; Medicine; Veterinary medicine; Antimicrobial; Biology; Antibiotics; Bacteria; Pseudomonas aeruginosa","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002462462,0.0001565115,0.0001940422,0.0001059297,0.0001445028,0.00004179439,0.0001265607,0.00006597711,0.00002346385],"category_scores_gemma":[0.00003572319,0.0001430527,0.0000176766,0.0001345831,0.00007267199,0.00001682212,0.0001439726,0.0001990703,8.25501e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013105,"about_ca_system_score_gemma":0.00008557677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003120457,"about_ca_topic_score_gemma":0.0004209385,"domain_scores_codex":[0.9987779,0.00003118588,0.0003130678,0.0004165136,0.0001197705,0.0003415394],"domain_scores_gemma":[0.9996783,0.000006430633,0.00007991237,0.0001179545,0.00006464521,0.00005274266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007862659,0.0000448179,0.05731089,0.0004597203,0.000009233754,0.00001580004,0.01068083,0.00003835064,0.9299439,0.0000430959,0.0001709682,0.0004961911],"study_design_scores_gemma":[0.007869886,0.003703111,0.32069,0.000950989,0.00002012312,0.0001906691,0.11847,0.00004014637,0.4270968,0.00008607379,0.119094,0.00178809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988561,0.0003386729,0.00001250148,0.0002891765,0.00008060755,0.0002225377,0.00004631409,0.00001321197,0.0001408436],"genre_scores_gemma":[0.9982993,0.0001632957,0.000959444,0.0001266174,0.00005531294,0.00004204303,0.0001624611,0.00002522387,0.0001662751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.502847,"threshold_uncertainty_score":0.583352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481757629543043,"score_gpt":0.2289793584341281,"score_spread":0.2141617821386977,"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."}}