{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002872802,0.0002038644,0.0004581579,0.0005183134,0.00002840234,0.000001924436,0.00009189406,0.0001094858,0.0002563939],"category_scores_gemma":[0.001548964,0.0001457397,0.00005279167,0.0006331202,0.0001621954,0.0001033071,0.00003976891,0.0004628057,0.00001318057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498068,"about_ca_system_score_gemma":0.0001683734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01766525,"about_ca_topic_score_gemma":0.04867376,"domain_scores_codex":[0.9983953,0.00009821203,0.0005633037,0.000351699,0.0002357923,0.0003556494],"domain_scores_gemma":[0.9990516,0.0001985659,0.00008096785,0.000312705,0.00003533358,0.0003208425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001141472,0.0004211337,0.9907755,0.0001611344,0.0000121083,0.0004507109,0.006262836,0.000006378287,0.001622986,0.0000407281,0.00001116105,0.0001212005],"study_design_scores_gemma":[0.002957254,0.0002841089,0.9934625,0.001670472,0.00003691484,0.000005575272,0.0008857141,0.0001652875,0.0001688176,0.0001211745,0.0001191781,0.0001229986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934404,0.00006713095,0.000002136787,0.001191816,0.0002714578,0.0005683017,0.000004184919,0.00003165931,0.004422897],"genre_scores_gemma":[0.9992413,0.00004158794,0.000001970632,0.0003895235,0.0001282205,0.00006347323,0.00002537295,0.00001858509,0.00008997985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0310085,"threshold_uncertainty_score":0.9888762,"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."}}