{"id":"W2120233207","doi":"10.1086/322021","title":"Microbiological and Inflammatory Factors Associated with the Development of Pneumococcal Pneumonia","year":2001,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Streptococcus pneumoniae; Pneumonia; Pneumococcal pneumonia; Immunology; Tumor necrosis factor alpha; Inflammation; Macrophage inflammatory protein; Lung; Biology; Pathogenesis; Microbiology; Immune system; Sepsis; Bacterial pneumonia; Medicine; Chemokine; Antibiotics; Internal medicine","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":[0.0002949422,0.0002320481,0.0001994829,0.0005453427,0.0001461841,0.0002240006,0.00008308049,0.0003751561,0.0009450031],"category_scores_gemma":[0.001067207,0.0001376714,0.0001103232,0.0002851172,0.0002330289,0.0001519449,0.000186337,0.0003955209,0.0002326103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001263907,"about_ca_system_score_gemma":0.0001462046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001533394,"about_ca_topic_score_gemma":0.0001870362,"domain_scores_codex":[0.999768,0.00008057967,0.00002367863,0.00002145176,0.00005603875,0.00005028893],"domain_scores_gemma":[0.9991962,0.0001232805,0.000393042,0.00003357872,0.00007133546,0.0001824788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008933234,0.0009022164,0.5811157,0.0003067234,0.0001329171,0.004727481,0.0001750967,0.0002257662,0.3745129,0.0003607556,0.0009012652,0.0277059],"study_design_scores_gemma":[0.00003613189,0.001484829,0.9822014,0.00001975247,0.00004678084,0.003607805,0.00007907532,0.0002081514,0.01103132,0.0001441793,0.001132232,0.000008472883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929714,0.005550671,0.0003043512,0.0001098839,0.00002305125,0.00001686036,0.0001337507,0.00001397493,0.0008760433],"genre_scores_gemma":[0.99722,0.001716793,0.000309234,0.00004395803,0.00006160937,0.00002300241,0.0002043187,0.000002000603,0.0004190394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009450031,"threshold_uncertainty_score":0.003161371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702212899199541,"score_gpt":0.24705446141662,"score_spread":0.2300323324246246,"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."}}