{"id":"W6960372856","doi":"10.1371/journal.pone.0028547.g001","title":"Incidence of Invasive <i>Streptococcus pneumoniae</i> Infections, highlighting outbreaks with serotype 5 and 8, in the Calgary Health Region, 1998–2009.","year":2015,"lang":"en","type":"other","venue":"Figshare","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Serotype; Incidence (geometry); Epidemiology; Public health","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":[0.0004790528,0.0005134504,0.0002337865,0.00292185,0.0005001266,0.0005971936,0.001188071,0.0004209007,0.03174242],"category_scores_gemma":[0.002178193,0.0003190865,0.0005231675,0.003706482,0.0003575072,0.0005661965,0.0007660832,0.0007705457,0.003792727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811038,"about_ca_system_score_gemma":0.002468065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5437965,"about_ca_topic_score_gemma":0.5951663,"domain_scores_codex":[0.9996847,0.00003534493,0.00002452703,0.000069911,0.00007990927,0.0001055067],"domain_scores_gemma":[0.9987142,0.000250967,0.0003638107,0.00007071361,0.0003804186,0.0002199266],"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":[0.0002999122,0.00005216834,0.223502,0.0006132585,0.00007972562,0.0001876786,0.0004418068,0.001477572,0.0002634188,0.0007819377,0.7324601,0.03984032],"study_design_scores_gemma":[0.00008006904,0.00002332984,0.9705557,0.0002605521,0.0000293309,0.0001035408,0.0004206375,0.0004871269,0.00008607753,0.0001973864,0.02774225,0.00001391531],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.06670137,0.002355152,0.0005608958,0.001124063,0.0003934182,0.0001805913,0.8957021,0.0006481198,0.03233442],"genre_scores_gemma":[0.3664413,0.004549352,0.004486634,0.0008605903,0.0003083677,0.0003230287,0.5867307,0.0003450726,0.03595493],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4562035,"threshold_uncertainty_score":0.9177803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743158541127662,"score_gpt":0.2384199078746947,"score_spread":0.220988322463418,"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."}}