{"id":"W2065437582","doi":"10.1046/j.1525-1497.2000.04429.x","title":"Clinical presentation, processes and outcomes of care for patients with pneumococcal pneumonia","year":2000,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"Victoria General Hospital; Dalhousie University","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Pneumonia; Etiology; Bacteremia; Streptococcus pneumoniae; Internal medicine; Prospective cohort study; Sputum; Pneumococcal pneumonia; Sepsis; Pediatrics; Tuberculosis; Antibiotics; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001725061,0.0001368066,0.0006405479,0.0001443457,0.00004657397,0.000006267112,0.00008290473,0.00006605891,0.00009036409],"category_scores_gemma":[0.0003644206,0.00007313948,0.0001076535,0.0001105427,0.0002188451,0.0001091211,0.000009836723,0.0002131991,8.136114e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002505897,"about_ca_system_score_gemma":0.000133007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002136566,"about_ca_topic_score_gemma":0.000017998,"domain_scores_codex":[0.9985152,0.00004020938,0.0008499633,0.0001258064,0.0003383863,0.0001303919],"domain_scores_gemma":[0.9979503,0.0001926215,0.0004072877,0.00009936415,0.001141863,0.0002085678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001060863,0.0002840522,0.9805506,0.0002899437,0.0002802598,0.00001917224,0.000431301,0.000009304687,0.003294698,0.000006638465,0.0003481275,0.01342504],"study_design_scores_gemma":[0.00609837,0.01117729,0.9683976,0.0006381641,0.0003983307,0.0001899157,0.0001717156,0.00001486073,0.0003190653,0.00003081958,0.0124898,0.0000740634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965029,0.0003694636,0.0001434679,0.001804072,0.000314004,0.0002928339,0.00001010933,0.000006251852,0.0005568637],"genre_scores_gemma":[0.9969528,0.0002879698,0.0004118563,0.0005145213,0.000704143,0.000006225991,0.000005831254,0.00001668932,0.001099999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01335098,"threshold_uncertainty_score":0.2982542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779719899648061,"score_gpt":0.3558421927318755,"score_spread":0.3380449937353949,"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."}}