{"id":"W3166427159","doi":"10.1096/fasebj.2021.35.s1.02202","title":"Genesis of Antibiotic Resistance LXVIII: Effective Vaccination (Campaigns) Decrease Antibiotic Consumption Consequent Antibiotic‐Resistance (AR) Pandemic(ARP) – <i>The exception that proves the rule</i>","year":2021,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Antibiotic resistance; Streptococcus pneumoniae; Medicine; Antibiotics; Pandemic; Pneumococcal infections; Pneumococcal conjugate vaccine; Immunology; Virology; Microbiology; Infectious disease (medical specialty); Biology; Disease; Internal medicine; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001750113,0.0005013191,0.0005095087,0.0005205781,0.0003930565,0.002133291,0.0005121129,0.001404807,0.009539573],"category_scores_gemma":[0.004180914,0.0001704585,0.0004245896,0.000231945,0.001081842,0.001223188,0.0009420172,0.002313856,0.001915388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160863,"about_ca_system_score_gemma":0.001638748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001911627,"about_ca_topic_score_gemma":0.002308463,"domain_scores_codex":[0.9989926,0.0003290611,0.00006383139,0.0001327194,0.0002760203,0.0002056565],"domain_scores_gemma":[0.9982243,0.0003477247,0.0006066282,0.0001551209,0.0003419203,0.0003242675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00140971,0.001273715,0.08761384,0.004210508,0.0005299316,0.0010773,0.001000306,0.0009672678,0.04247746,0.03734031,0.1991943,0.6229053],"study_design_scores_gemma":[0.000414841,0.005011739,0.2138892,0.004927865,0.000968597,0.003923097,0.002295837,0.002634699,0.05133611,0.03123273,0.6832118,0.0001533766],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2877853,0.1395963,0.02412673,0.3454688,0.01231939,0.0006787409,0.003189755,0.001404253,0.1854308],"genre_scores_gemma":[0.8353582,0.05924614,0.01384136,0.05556313,0.007757539,0.0003102639,0.001429505,0.0001565596,0.02633722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009539573,"threshold_uncertainty_score":0.03191304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05163687272157605,"score_gpt":0.3298428018988585,"score_spread":0.2782059291772825,"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."}}