{"id":"W2903809735","doi":"10.14745/ccdr.v44i12a02","title":"Outbreak of invasive Streptococcus pneumoniae among an inner-city population in Victoria, British Columbia, 2016–2017","year":2018,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health; University of British Columbia","funders":"British Columbia Centre for Disease Control","keywords":"Outbreak; Population; Public health; Medicine; Vaccination; Epidemiology; Environmental health; Serotype; Outreach; Streptococcus pneumoniae; Virology; Internal medicine; Biology; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004609573,0.0003835839,0.0002749046,0.0007004935,0.003534248,0.001385512,0.001103919,0.0005553894,0.001148783],"category_scores_gemma":[0.001230684,0.0004262904,0.0002529002,0.001418885,0.0007962073,0.0003666163,0.001742915,0.001085052,0.0001703449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02283558,"about_ca_system_score_gemma":0.03381276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.985142,"about_ca_topic_score_gemma":0.9910857,"domain_scores_codex":[0.9992152,0.00005784271,0.00006147948,0.00008912903,0.0002921069,0.0002842164],"domain_scores_gemma":[0.9983552,0.00005459501,0.0002226778,0.00004055091,0.0007445015,0.0005824125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001455397,0.0001109819,0.9711878,0.0001863449,0.00007618011,0.002310875,0.005182604,0.0004070628,0.001912088,0.0001226243,0.004873825,0.01348404],"study_design_scores_gemma":[0.000006564578,0.00004724013,0.9905731,0.00008204114,0.00001289382,0.0004327515,0.006474831,0.0003869217,0.000112661,0.00003594234,0.001820731,0.00001417762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940077,0.0005014522,0.0001485092,0.0005238393,0.00002178696,0.0001616925,0.001671209,0.00002173787,0.002942042],"genre_scores_gemma":[0.996024,0.0007355852,0.000297423,0.0003755894,0.00001216266,0.0000451726,0.001059173,0.000005537517,0.001445339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02283558,"threshold_uncertainty_score":0.1656845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503254578966684,"score_gpt":0.2639780110676588,"score_spread":0.248945465277992,"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."}}