{"id":"W2047747350","doi":"10.1097/md.0b013e31821a5a76","title":"Factors Predicting Mortality in Invasive Pneumococcal Disease in Adults in Alberta","year":2011,"lang":"en","type":"article","venue":"Medicine","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Pneumococcal disease; Pneumococcal infections; MEDLINE; Streptococcus pneumoniae; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002701779,0.0001997928,0.0002327212,0.0009306974,0.0004384464,0.0004096684,0.0003499687,0.0002561207,0.0006162114],"category_scores_gemma":[0.0009480679,0.0001323406,0.0001881051,0.001612948,0.0002272015,0.0001532362,0.0002653927,0.0002787643,0.00006260061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00234157,"about_ca_system_score_gemma":0.002462903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7172258,"about_ca_topic_score_gemma":0.7894928,"domain_scores_codex":[0.9997647,0.00002304382,0.00002144731,0.0000239579,0.0001002383,0.00006653252],"domain_scores_gemma":[0.9995578,0.00004695509,0.0001600684,0.000009610684,0.0001194452,0.0001062322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002408222,0.000005079189,0.9982718,0.000009520447,0.000007207364,0.0000823298,0.00004260449,0.00003634362,0.00006300285,0.000008979648,0.0001532485,0.001295759],"study_design_scores_gemma":[0.000001353511,0.000007628757,0.9996482,0.000008137066,0.000005190298,0.00007041227,0.00007486904,0.00007265592,0.00001198107,0.000004638885,0.00009415449,8.692707e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962565,0.001520405,0.00007304291,0.0001584694,0.000009076689,0.00001330389,0.0008396792,0.000008050286,0.001121552],"genre_scores_gemma":[0.9986261,0.0004585358,0.00008721574,0.00003992651,0.000008286226,0.000004025917,0.0006439963,9.55007e-7,0.0001309191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2827742,"threshold_uncertainty_score":0.568879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05587687944796091,"score_gpt":0.2964454387528894,"score_spread":0.2405685593049285,"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."}}