{"id":"W2914258368","doi":"10.1007/s40506-019-0181-4","title":"Bacterial Antibiotic Resistance: on the Cusp of a Post-antibiotic World","year":2019,"lang":"en","type":"article","venue":"Current treatment options in infectious diseases/Current treatment options in infectious disease","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Medicine; Antibiotic resistance; Antibiotics; Acinetobacter baumannii; Microbiome; Intensive care medicine; Antimicrobial stewardship; Disease; Staphylococcus aureus; Infectious disease (medical specialty); Pseudomonas aeruginosa; Acinetobacter; Microbiology; Bacteria; Biology; Bioinformatics; Internal medicine; 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":[0.006201372,0.0006575471,0.001705847,0.001178218,0.001449987,0.007548384,0.00108705,0.005552209,0.006577889],"category_scores_gemma":[0.006391621,0.0003406204,0.0005580606,0.0007564289,0.007191054,0.01169321,0.003935004,0.008984082,0.001777149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001892026,"about_ca_system_score_gemma":0.00367842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005755597,"about_ca_topic_score_gemma":0.001379031,"domain_scores_codex":[0.9966248,0.001105221,0.000297329,0.0002982673,0.001248578,0.0004257351],"domain_scores_gemma":[0.9918562,0.003132079,0.001129046,0.0004369243,0.001988419,0.001457283],"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":[0.0006301783,0.0005205503,0.004146047,0.004151608,0.0001458829,0.001545238,0.002092611,0.0006061794,0.01271048,0.2834275,0.1349527,0.5550711],"study_design_scores_gemma":[0.00006954657,0.0008190976,0.003946383,0.003580426,0.00008245591,0.003069603,0.002800626,0.0006516337,0.003449922,0.105362,0.8760362,0.0001320412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00983245,0.5698224,0.007463,0.3820558,0.009779786,0.00002788642,0.00009755853,0.0002391809,0.0206819],"genre_scores_gemma":[0.1419062,0.7166827,0.01073936,0.1008179,0.01852021,0.0000705601,0.00015783,0.0001796993,0.01092553],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007548384,"threshold_uncertainty_score":0.03279638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496977971852688,"score_gpt":0.2860316026859621,"score_spread":0.2710618229674353,"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."}}