{"id":"W4306937573","doi":"10.3390/microorganisms10102074","title":"Trends in Asymptomatic Nasopharyngeal Streptococcus pneumoniae Carriage with qPCR and Culture Analysis","year":2022,"lang":"en","type":"article","venue":"Microorganisms","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Pfizer Canada; Alberta Precision Laboratories; Pfizer","keywords":"Carriage; Streptococcus pneumoniae; Medicine; Serotype; Sibling; Asymptomatic; Pediatrics; Immunology; Internal medicine; Microbiology; Biology; Pathology; Antibiotics; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001159933,0.0001904929,0.0004066096,0.0006589022,0.0002646447,0.0000289234,0.00008293342,0.00006188657,0.0008825742],"category_scores_gemma":[0.000006151616,0.0001491404,0.0001054503,0.001948258,0.00006693878,0.00005664744,0.00008407186,0.0003795392,0.000008531858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001538322,"about_ca_system_score_gemma":0.0000635274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000495118,"about_ca_topic_score_gemma":0.0002503824,"domain_scores_codex":[0.9988514,0.00008341207,0.0002323913,0.0003497523,0.000221985,0.0002610327],"domain_scores_gemma":[0.9994611,0.00001741746,0.00007508171,0.0002821521,0.00002807949,0.0001362212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002504154,0.0002614345,0.4729536,0.00002899742,0.0005527546,0.0003904785,0.002817264,0.0001360083,0.520978,0.00002380806,0.0004695512,0.001363138],"study_design_scores_gemma":[0.003289918,0.001479396,0.9630395,0.00002779819,0.001832437,0.0005572024,0.001892191,0.000194614,0.01142921,0.0000378524,0.01577572,0.0004441651],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973751,0.0001927137,0.00002374313,0.0008876555,0.00005620356,0.0002205052,0.00005655289,0.00008532019,0.001102178],"genre_scores_gemma":[0.9969054,0.000008152408,0.0000598201,0.0006026662,0.00004033475,0.00007922074,0.0000862548,0.00002682036,0.002191324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5095488,"threshold_uncertainty_score":0.9663568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006909783028195749,"score_gpt":0.2442669953231866,"score_spread":0.2373572122949909,"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."}}