{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000723699,0.0004619919,0.0002964326,0.001723363,0.0009850862,0.001372081,0.0004880441,0.0006859757,0.00224925],"category_scores_gemma":[0.001351011,0.0004252061,0.000351208,0.002502215,0.001102316,0.0006529876,0.001283299,0.0006386181,0.0001674754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207922,"about_ca_system_score_gemma":0.001805824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01733783,"about_ca_topic_score_gemma":0.01980294,"domain_scores_codex":[0.9993827,0.0002065313,0.00005812892,0.00009928714,0.00005677219,0.000196459],"domain_scores_gemma":[0.9988719,0.0002848466,0.0005171555,0.00002934387,0.0001065484,0.0001902501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003153609,0.00005651772,0.9961736,0.00006312932,0.00002715373,0.0004703746,0.0008054689,0.00003427051,0.0002511907,0.00003275405,0.00007485182,0.001979219],"study_design_scores_gemma":[0.000004722362,0.00011211,0.9945753,0.00004338211,0.00001612391,0.0004939301,0.00433142,0.00006086317,0.00004259483,0.00002688229,0.0002872502,0.000005411679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986022,0.0006156643,0.00003400846,0.0002224875,0.000003948391,0.00001018538,0.0001422829,0.000001572496,0.0003676347],"genre_scores_gemma":[0.9990978,0.0005164539,0.00008815551,0.00009464871,0.00000803727,0.00001192254,0.0000882626,5.946854e-7,0.00009425957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01733783,"threshold_uncertainty_score":0.03447384,"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."}}