{"id":"W4412355992","doi":"10.1101/2025.07.11.664311","title":"Genes on the Move: Exploring the Resistome of Viable Isolates from a First Nation Community in Manitoba","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Research Manitoba","keywords":"Resistome; Gene; Biology; Political science; Genetics; Geography; Genome; Mobile genetic elements","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":[0.0002747893,0.0006427749,0.0003896343,0.002547845,0.00265226,0.00147904,0.000709546,0.0005602591,0.000944953],"category_scores_gemma":[0.0006690721,0.0003310838,0.0003913948,0.004707237,0.0007334879,0.0002524728,0.0008842924,0.0004680913,0.0002932772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00672055,"about_ca_system_score_gemma":0.008398014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9128095,"about_ca_topic_score_gemma":0.9641175,"domain_scores_codex":[0.9996065,0.00002119114,0.000015263,0.0001199174,0.00009866997,0.0001384252],"domain_scores_gemma":[0.9992361,0.0000525111,0.0001006155,0.00002734746,0.0004293987,0.000153926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002900605,0.0001049359,0.8399269,0.0002984434,0.0001237077,0.001620173,0.01282898,0.0004357491,0.1197092,0.0001852385,0.001214538,0.02326203],"study_design_scores_gemma":[0.000005289372,0.00006398556,0.9852579,0.00004965677,0.00004092495,0.0003436524,0.007893416,0.000283789,0.002100646,0.00002560964,0.003916002,0.00001906479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946292,0.0005883944,0.0002789256,0.0001977204,0.00000794051,0.00007890692,0.003200134,0.00001511901,0.001003629],"genre_scores_gemma":[0.9870617,0.001217292,0.002418238,0.0005206451,0.00001051547,0.00007378845,0.004642715,0.00002270637,0.004032468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08719051,"threshold_uncertainty_score":0.1754079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09372510620707691,"score_gpt":0.2925738703965319,"score_spread":0.198848764189455,"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."}}