{"id":"W2600203898","doi":"10.1146/annurev-micro-090816-093420","title":"Lessons from the Environmental Antibiotic Resistome","year":2017,"lang":"en","type":"review","venue":"Annual Review of Microbiology","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":169,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Resistome; Antibiotic resistance; Resistance (ecology); Antibiotics; Biology; Ecosystem; Ecology; Aquatic ecosystem; Diversity (politics); Microbiology; Integron; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001134597,0.0007472795,0.001072049,0.001639732,0.0005188585,0.002454039,0.0009798957,0.002567505,0.004864861],"category_scores_gemma":[0.002159426,0.0002537078,0.0005063559,0.001781804,0.001580428,0.004330589,0.001708176,0.003613992,0.00187025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009298765,"about_ca_system_score_gemma":0.002305721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372685,"about_ca_topic_score_gemma":0.002435223,"domain_scores_codex":[0.9995233,0.0001147217,0.00004439817,0.00007731188,0.0001861253,0.00005412615],"domain_scores_gemma":[0.9988839,0.000637138,0.0001013299,0.00003756106,0.0002419597,0.00009815367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006636995,0.00005796093,0.0005269789,0.01677803,0.00009225106,0.0006277632,0.0005575545,0.0003674226,0.00135912,0.03872056,0.1254292,0.8154168],"study_design_scores_gemma":[0.000003566099,0.00002595475,0.0004231505,0.003172929,0.00002407901,0.0009977103,0.0002211839,0.00003660897,0.0001775266,0.009125844,0.9857793,0.00001215657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001314716,0.9925534,0.0001476071,0.004786754,0.0007610579,0.000001498698,0.00001621232,0.000007903635,0.001594066],"genre_scores_gemma":[0.001776524,0.9941016,0.000143425,0.002233715,0.0008592522,0.000002864338,0.00002010994,0.000003083207,0.0008594674],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004864861,"threshold_uncertainty_score":0.01627463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07306621363917823,"score_gpt":0.3846898715700756,"score_spread":0.3116236579308973,"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."}}