{"id":"W2811461221","doi":"10.1093/jac/dky155","title":"Introduction to the SAVE study (2011–15): Streptococcus pneumoniae serotyping and antimicrobial susceptibility: Assessment for Vaccine Efficacy in Canada after the introduction of PCV-13","year":2018,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Health; University of Manitoba; Health Sciences Centre","funders":"University of Manitoba","keywords":"Streptococcus pneumoniae; Serotype; Antimicrobial; Microbiology; Medicine; Virology; Biology; Antibiotics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.005577611,0.0007212785,0.001158789,0.003742228,0.002705662,0.004212114,0.001761535,0.001279276,0.008195821],"category_scores_gemma":[0.01674601,0.0005301507,0.001789105,0.005346922,0.0008349388,0.0006638587,0.00116296,0.00118368,0.001766695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02845622,"about_ca_system_score_gemma":0.05653783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8862507,"about_ca_topic_score_gemma":0.947044,"domain_scores_codex":[0.9953816,0.0004974126,0.0005591307,0.0003489252,0.002724041,0.0004888857],"domain_scores_gemma":[0.9787674,0.001962991,0.001802184,0.000956379,0.01478465,0.001726364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004611536,0.0003274148,0.163949,0.00445223,0.0009066447,0.0004012688,0.002077441,0.000881923,0.001564485,0.001430067,0.677016,0.1423821],"study_design_scores_gemma":[0.00107221,0.0008432729,0.5577919,0.003538246,0.0007984499,0.0002586391,0.001592969,0.0003808789,0.002045899,0.0003913954,0.4311055,0.000180569],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1507398,0.02685385,0.003531334,0.03211031,0.01114567,0.01064608,0.7079633,0.0007857766,0.05622393],"genre_scores_gemma":[0.4796205,0.0415577,0.02251124,0.03452247,0.009635699,0.01348998,0.2996554,0.0008158825,0.09819106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1137493,"threshold_uncertainty_score":0.2288383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007918000816049464,"score_gpt":0.2726927220778578,"score_spread":0.2647747212618083,"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."}}