{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001825326,0.000226142,0.0004366552,0.001411805,0.0001984769,0.000916722,0.0004474502,0.0003803239,0.001247424],"category_scores_gemma":[0.005973973,0.0001803278,0.0003224958,0.001086855,0.0003338146,0.0007422228,0.0005455855,0.0005821114,0.0003618137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005777932,"about_ca_system_score_gemma":0.0005270766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01003461,"about_ca_topic_score_gemma":0.01101814,"domain_scores_codex":[0.9980392,0.000302398,0.0001672361,0.0004126738,0.0008617409,0.0002166855],"domain_scores_gemma":[0.9956174,0.0007493538,0.001379243,0.000166352,0.001827917,0.0002597987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002912778,0.00007496675,0.9731851,0.0001794519,0.00005766534,0.0001131913,0.0004881044,0.0002856078,0.006411392,0.0001126157,0.0008648573,0.01793594],"study_design_scores_gemma":[0.000003942198,0.0003925713,0.9936081,0.0000544433,0.0000337933,0.0004192129,0.0004392493,0.0009091008,0.002535949,0.00005614832,0.00152846,0.00001902823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898359,0.001807621,0.002508345,0.0001669326,0.00003130015,0.00004161012,0.002556507,0.00009014646,0.002961739],"genre_scores_gemma":[0.9933413,0.0008173857,0.002533173,0.00009291029,0.00002952991,0.00003810973,0.002068528,0.00001780395,0.0010613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01003461,"threshold_uncertainty_score":0.01995242,"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."}}