{"id":"W2031282976","doi":"10.1186/cc5624","title":"Model calibration and discriminatory ability: a comparison of four derived variables from the SOFA score and the SAPS II","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Calibration; SOFA score; SAPS II; Emergency medicine; Statistics; Internal medicine; APACHE II; Intensive care unit; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02065932,0.001364661,0.001277403,0.002374992,0.0003349594,0.002174411,0.0008079169,0.001208271,0.0008387823],"category_scores_gemma":[0.0974647,0.0002728527,0.001756733,0.001186567,0.0008305158,0.001372813,0.001658345,0.001767636,0.0002593607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007129037,"about_ca_system_score_gemma":0.001104274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009181962,"about_ca_topic_score_gemma":0.0004666098,"domain_scores_codex":[0.9920821,0.005121632,0.0004970575,0.0007376423,0.001259357,0.0003021476],"domain_scores_gemma":[0.954653,0.03632394,0.003065171,0.002911965,0.00246838,0.0005775223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006787703,0.000594435,0.7491885,0.0003343643,0.003215664,0.0003405323,0.0006726548,0.1510461,0.004853611,0.00180383,0.0008684982,0.080294],"study_design_scores_gemma":[0.0008824489,0.0054347,0.4614256,0.0002399004,0.001220626,0.001163282,0.0006160216,0.506637,0.01002572,0.01031902,0.001773735,0.000262072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536045,0.0008610288,0.04256625,0.0003684942,0.00009391729,0.0001364834,0.0007282141,0.000214037,0.001427116],"genre_scores_gemma":[0.9937991,0.0001181827,0.005091755,0.000093297,0.00002370878,0.00005843524,0.0006926837,0.00003325078,0.00008957956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02065932,"threshold_uncertainty_score":0.1092582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1535538059074076,"score_gpt":0.3779412244568219,"score_spread":0.2243874185494144,"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."}}