{"id":"W1977805115","doi":"10.12927/hcq.2010.21963","title":"National Analysis of Sepsis Hospitalizations and Factors Contributing to Sepsis In-Hospital Mortality in Canada","year":2010,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Sepsis; Medicine; Intensive care medicine; Emergency medicine; Surviving Sepsis Campaign; Severe sepsis; Medical emergency; Internal medicine; Septic shock","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":[0.0005769773,0.0002445938,0.0005244261,0.001876883,0.001715228,0.0007638198,0.0008657566,0.000346998,0.002304592],"category_scores_gemma":[0.002668396,0.000267955,0.0007830066,0.005039938,0.0003782176,0.0002650326,0.0009131156,0.0007290068,0.0001606616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02071023,"about_ca_system_score_gemma":0.03696533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9918274,"about_ca_topic_score_gemma":0.9939737,"domain_scores_codex":[0.9990858,0.00006692719,0.00008450785,0.00008094955,0.0004170605,0.000264735],"domain_scores_gemma":[0.9968336,0.000153218,0.0004266997,0.00006524569,0.001775251,0.000746034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005092267,0.00001618845,0.9948549,0.00002789837,0.00007759532,0.00004700589,0.00008766267,0.000163905,0.00006302904,0.00009642509,0.002221038,0.002293361],"study_design_scores_gemma":[0.000004467478,0.000007621421,0.9986002,0.00002028338,0.00002778192,0.00004338132,0.0003021706,0.0003016526,0.00002317623,0.0000131691,0.0006498506,0.000006304458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725425,0.002620507,0.0002222449,0.001482036,0.0000464809,0.0000560579,0.01811159,0.00002703776,0.004891612],"genre_scores_gemma":[0.9916165,0.001350076,0.0002557199,0.0001805438,0.00001602669,0.00001879848,0.005891345,0.000007650112,0.0006632837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02071023,"threshold_uncertainty_score":0.150264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03015048734286319,"score_gpt":0.3447798661570045,"score_spread":0.3146293788141413,"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."}}