{"id":"W24769113","doi":"10.1002/9781118010549.ch17","title":"The Antibiotic Resistome: Origins, Diversity, and Future Prospects","year":2011,"lang":"en","type":"other","venue":"","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Resistome; Diversity (politics); Antibiotics; Computational biology; Biology; Antibiotic resistance; Microbiology; 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":[0.0009779292,0.0005265822,0.0006577383,0.001305714,0.00055952,0.003767326,0.0007528455,0.001077949,0.01921692],"category_scores_gemma":[0.000686687,0.0001525562,0.0002697846,0.002538677,0.001301548,0.003135672,0.001419727,0.001259039,0.004257921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118866,"about_ca_system_score_gemma":0.000901778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078576,"about_ca_topic_score_gemma":0.002809267,"domain_scores_codex":[0.9997868,0.00003958607,0.00001054767,0.00004451529,0.00007285578,0.00004584818],"domain_scores_gemma":[0.9994922,0.0001292092,0.00006693602,0.00006868857,0.00010319,0.0001398221],"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":[0.0002209318,0.0001120092,0.002198309,0.0009456098,0.00001945399,0.0002247331,0.0002309246,0.0006703945,0.02233639,0.07540779,0.03457623,0.8630572],"study_design_scores_gemma":[0.00001053974,0.00004593996,0.003964665,0.0003172304,0.00001824409,0.000753184,0.0002642788,0.0006534945,0.004528309,0.02886506,0.9605534,0.00002558432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03215384,0.582697,0.01847344,0.03298794,0.001598405,0.0000390519,0.001599866,0.001122314,0.3293282],"genre_scores_gemma":[0.1354448,0.6521235,0.02442736,0.004063242,0.002073264,0.00005669621,0.00242203,0.0004162486,0.1789729],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01921692,"threshold_uncertainty_score":0.06428701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007564787819491953,"score_gpt":0.2171785152890343,"score_spread":0.2096137274695423,"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."}}