{"id":"W4388085921","doi":"10.1186/s40168-023-01662-3","title":"Microbial hitchhikers harbouring antimicrobial-resistance genes in the riverine plastisphere","year":2023,"lang":"en","type":"article","venue":"Microbiome","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"European Social Fund; Agencia Estatal de Investigación; Agencia Nacional de Investigación y Desarrollo; Natural Environment Research Council; Sight Research UK","keywords":"Biology; Microbiology; Resistome; Virulence; Antibiotic resistance; Microbiome; Metagenomics; Antimicrobial; Biofilm; Shigella; Tetracycline; Acinetobacter; Pseudomonas aeruginosa; Antibiotics; Salmonella; Bacteria; Integron; Gene; Genetics","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":[0.0001424472,0.0004654331,0.0003495842,0.0005836019,0.0005689901,0.001178712,0.0002316539,0.0005316191,0.001364739],"category_scores_gemma":[0.0002686255,0.0001971747,0.000300433,0.0006481943,0.0005215214,0.0004931897,0.0009211514,0.0004179468,0.0003687301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002989632,"about_ca_system_score_gemma":0.0003553769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002178078,"about_ca_topic_score_gemma":0.003292477,"domain_scores_codex":[0.9996492,0.00001872472,0.00001602194,0.0001686892,0.00008049421,0.00006696972],"domain_scores_gemma":[0.9997664,0.00004398772,0.00007472267,0.00001903718,0.00005056065,0.00004528223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001713546,0.00003271548,0.03599597,0.0001537613,0.00003067417,0.0003019762,0.0009080036,0.0001385343,0.9578439,0.00006181392,0.00005564316,0.004305601],"study_design_scores_gemma":[0.00001682174,0.0005434537,0.8865067,0.00007137602,0.0001058943,0.001777293,0.0052352,0.001257565,0.09662437,0.0002205603,0.007593692,0.00004708542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982304,0.0001676994,0.0003036939,0.00002495506,0.000003629339,0.00001291921,0.0007088084,0.00001379857,0.0005341473],"genre_scores_gemma":[0.9959797,0.0002297598,0.001397986,0.00004980275,0.000005636063,0.00003600531,0.001384438,0.00001743635,0.00089921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002178078,"threshold_uncertainty_score":0.004565477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007585660999868476,"score_gpt":0.1946420504026062,"score_spread":0.1870563894027377,"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."}}