{"id":"W4404636926","doi":"10.1099/acmi.0.000861.v3","title":"Identification of Mammaliicoccus fleurettii as the source of a methicillin-resistant gene in a First Nation reserve lake in Manitoba, Canada","year":2024,"lang":"en","type":"article","venue":"Access Microbiology","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Identification (biology); Geography; Nature reserve; Ecology; Archaeology; Biology","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":[0.0001566174,0.00032403,0.000287412,0.001668124,0.002258777,0.000811025,0.0004041161,0.0005878474,0.0007123245],"category_scores_gemma":[0.0004659398,0.0002310246,0.0002399883,0.001492707,0.000468688,0.0002269401,0.0005333076,0.0003226856,0.0001357382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00295494,"about_ca_system_score_gemma":0.00445266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7194999,"about_ca_topic_score_gemma":0.87129,"domain_scores_codex":[0.9997361,0.00001287678,0.00001171545,0.00005234713,0.0001017757,0.00008516548],"domain_scores_gemma":[0.999657,0.00003276016,0.00008015381,0.00001017754,0.0001468638,0.00007298095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002852011,0.0001193789,0.8138826,0.000180365,0.00004983826,0.008434742,0.007559274,0.0002707003,0.1545357,0.0001728325,0.0005538661,0.01395543],"study_design_scores_gemma":[0.000006403104,0.0001150615,0.9826086,0.00005100545,0.00003230609,0.001971558,0.00786905,0.0004058189,0.003862647,0.00002266252,0.003035161,0.00001975561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981785,0.0002571137,0.0001652291,0.0001156071,0.000005586724,0.00003411192,0.0002299705,0.000007729992,0.001006171],"genre_scores_gemma":[0.9973313,0.000286492,0.0007711247,0.0001165997,0.000004626841,0.0000125597,0.0003706519,0.000004719744,0.001101912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2805001,"threshold_uncertainty_score":0.5643039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04574513957652297,"score_gpt":0.3089440292988201,"score_spread":0.2631988897222972,"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."}}