{"id":"W4322706595","doi":"10.1542/peds.144.2ma5.466","title":"Burden of Hospitalized Patients with Pneumococcal Pneumonia","year":2019,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Pneumonia; Pneumococcal pneumonia; Intensive care medicine; Pediatrics; Streptococcus pneumoniae; Internal medicine; Antibiotics; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004052546,0.000187719,0.0004533523,0.0009396716,0.0004558123,0.000837562,0.0003679165,0.0005681149,0.003694531],"category_scores_gemma":[0.002651145,0.000232382,0.0006819876,0.001526779,0.000176291,0.0007633636,0.0009083119,0.000929249,0.0002573794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007801968,"about_ca_system_score_gemma":0.001050442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02045305,"about_ca_topic_score_gemma":0.02328277,"domain_scores_codex":[0.9991008,0.0002209812,0.0001122734,0.00008727076,0.0002331383,0.0002455268],"domain_scores_gemma":[0.9985851,0.0001501589,0.0006593319,0.00004294139,0.0001719995,0.0003903944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006438381,0.00003686218,0.9926958,0.0000453198,0.0000911026,0.0001623381,0.00008143504,0.0001175007,0.0001197081,0.0001782986,0.002087828,0.004319459],"study_design_scores_gemma":[0.000003270809,0.00002614171,0.9985809,0.00003741729,0.00002094824,0.0002627911,0.0002787955,0.0001890635,0.00001511216,0.00005471828,0.0005279868,0.000002925666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765337,0.004561852,0.0001711222,0.003071157,0.0001403044,0.00002021857,0.00848567,0.00002807571,0.006988011],"genre_scores_gemma":[0.9936823,0.00280616,0.00009583544,0.0002518927,0.0001523063,0.000009647547,0.002684422,0.000003448729,0.0003140681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02045305,"threshold_uncertainty_score":0.04066801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004087637861312679,"score_gpt":0.2178072369005236,"score_spread":0.2137195990392109,"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."}}