{"id":"W4415396992","doi":"10.1101/2025.10.20.25338358","title":"Apramycin resistance in bacteria isolated from humans, a systematic review and meta-analysis","year":2025,"lang":"","type":"review","venue":"medRxiv","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Repurposing; Antibiotic resistance; Bacteria; Drug resistance; Antibiotics","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":[0.01603952,0.002844643,0.01753315,0.01071107,0.0006670945,0.003708098,0.0021073,0.002300583,0.004076924],"category_scores_gemma":[0.04334489,0.001618838,0.03919942,0.01086949,0.0007560963,0.002161417,0.001801146,0.001714323,0.0003784508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003228417,"about_ca_system_score_gemma":0.005668449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01187195,"about_ca_topic_score_gemma":0.02607494,"domain_scores_codex":[0.9842756,0.00741461,0.004579721,0.001646093,0.001604917,0.0004790582],"domain_scores_gemma":[0.9710202,0.02123035,0.004597047,0.0006555207,0.002187926,0.0003089806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008332244,0.00001953547,0.004231963,0.5778627,0.4082,0.0001744076,0.00007929699,0.0004717788,0.0001502944,0.0001382568,0.0006661744,0.007172309],"study_design_scores_gemma":[0.0004098781,0.0002122226,0.00546709,0.06727248,0.9234065,0.0001755798,0.0000786224,0.0002383331,0.0001096714,0.0002431077,0.0023555,0.00003095054],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00303433,0.9949881,0.0004462248,0.0001779335,0.0001081158,0.0002546873,0.0008016146,0.00001710983,0.0001719959],"genre_scores_gemma":[0.1522615,0.8407046,0.002642358,0.0009758711,0.0002215886,0.001624482,0.001202587,0.00003489337,0.0003320888],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01753315,"threshold_uncertainty_score":0.08482611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0280910056469497,"score_gpt":0.3039390868041089,"score_spread":0.2758480811571592,"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."}}