{"id":"W4413317350","doi":"10.1097/inf.0000000000004938","title":"Resistance Pattern of Gram-negative Bacilli from Tertiary Neonatal Intensive Care Units in Canada","year":2025,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; McMaster University; London Health Sciences Centre; Mount Sinai Hospital; University of Calgary; Regina General Hospital; Sunnybrook Health Science Centre; Dalhousie University; SickKids Foundation; University of Toronto; University of British Columbia; University of Saskatchewan; Hospital for Sick Children; Nova Scotia Health Authority; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Gram; Tertiary care; Medicine; Bacilli; Resistance (ecology); Intensive care; Microbiology; Intensive care medicine; Emergency medicine; Biology; Bacteria; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003377052,0.0003353399,0.0002980357,0.001997072,0.001626605,0.00081017,0.0007614162,0.0002599846,0.001200981],"category_scores_gemma":[0.001923585,0.0002345972,0.0002702598,0.003017403,0.0004068862,0.0001748778,0.0005054277,0.0003767275,0.0001388037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02134832,"about_ca_system_score_gemma":0.02014528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887551,"about_ca_topic_score_gemma":0.9938677,"domain_scores_codex":[0.9992269,0.00003577507,0.00006471982,0.0001090812,0.0003037944,0.0002597614],"domain_scores_gemma":[0.9983034,0.00008385929,0.0002609295,0.00002358292,0.0009534979,0.000374646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000815572,0.00003918983,0.9885039,0.00007366736,0.00002521534,0.0004252951,0.0009506519,0.0001527609,0.001470792,0.00006640823,0.0009796066,0.007231034],"study_design_scores_gemma":[0.000002590243,0.00002921801,0.9977083,0.00002980872,0.00001149525,0.0001817257,0.0008304412,0.0001548651,0.0003311288,0.000005972557,0.0007082813,0.000006115125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940153,0.0005879846,0.00009701595,0.0001535748,0.000008058947,0.00004620581,0.003099347,0.00001115817,0.00198144],"genre_scores_gemma":[0.9960134,0.0006851615,0.0003664074,0.0001390728,0.000005478203,0.00001580464,0.001787455,0.000005426725,0.0009818661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02134832,"threshold_uncertainty_score":0.1548936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005718772236874198,"score_gpt":0.2218354552582442,"score_spread":0.21611668302137,"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."}}