{"id":"W7002434363","doi":"","title":"\\nEpidemiology, antibiotic susceptibility, and serotype distribution of Streptococcus pneumoniae \\nassociated with invasive pneumococcal disease in British Columbia - A call to strengthen public health pneumococcal immunization programs","year":2003,"lang":"en","type":"article","venue":"PubMed Central","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serotype; Streptococcus pneumoniae; Penicillin; Epidemiology; Pneumococcal polysaccharide vaccine; Pneumococcal vaccine; Pneumococcal conjugate vaccine; Pneumococcal disease; Antibiotics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003275345,0.0001702894,0.0005157956,0.00007582455,0.0005901323,0.0003721061,0.0002250062,0.0001730981,0.00002569796],"category_scores_gemma":[0.003152439,0.0002321566,0.00006566816,0.0009854828,0.0004499934,0.0003909842,0.00005503509,0.0002722181,0.000001555838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134726,"about_ca_system_score_gemma":0.002295475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1450268,"about_ca_topic_score_gemma":0.938765,"domain_scores_codex":[0.9948815,0.001555526,0.0007156179,0.0005730522,0.0004154927,0.001858809],"domain_scores_gemma":[0.9974869,0.0001620384,0.0003649554,0.0002456545,0.0002783418,0.001462104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001637429,0.0005649418,0.9918666,0.0001159361,0.00002108556,0.000005299288,0.003191235,0.000028377,0.00001579819,0.0007314907,0.0001067101,0.003336141],"study_design_scores_gemma":[0.0005966675,0.0001960097,0.9966573,0.00009423753,0.00001787528,0.000001309226,0.001355869,0.00003495157,0.000001997309,0.0004278642,0.0004034101,0.0002125562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941174,0.0001813512,0.00004890117,0.001763916,0.0001844752,0.003407662,0.0001557307,0.00008540181,0.00005521093],"genre_scores_gemma":[0.9982687,0.0007539308,0.00003880202,0.00009001599,0.00007952491,0.0001492022,0.0005082756,0.00001918452,0.00009237434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7937382,"threshold_uncertainty_score":0.9467072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03226674287143204,"score_gpt":0.2743593089863798,"score_spread":0.2420925661149478,"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."}}