{"id":"W2083140203","doi":"10.1186/cc5610","title":"A novel score based on age and cardiac biomarkers predicts outcomes in severe sepsis and septic shock","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; Septic shock; Sepsis; Intensive care medicine; Severe sepsis; Shock (circulatory); Emergency medicine; Internal medicine","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":[0.000594818,0.0005650325,0.0004143155,0.0007033139,0.0001255705,0.000322012,0.0001938871,0.0003644399,0.001607103],"category_scores_gemma":[0.002208388,0.0001042237,0.0002067416,0.0003466346,0.0001913271,0.0003808447,0.0004352555,0.0004443884,0.0004572924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000146203,"about_ca_system_score_gemma":0.0002259862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004060624,"about_ca_topic_score_gemma":0.0007777172,"domain_scores_codex":[0.9998248,0.00006315461,0.00001837209,0.00002236688,0.0000467143,0.00002460803],"domain_scores_gemma":[0.9988937,0.0002996056,0.0003328537,0.00003207934,0.000177867,0.0002639093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009599907,0.00008038892,0.9841177,0.00002519409,0.00007531048,0.00008793904,0.00002695299,0.0004669149,0.001017656,0.00003414884,0.0006781212,0.01242967],"study_design_scores_gemma":[0.0001162667,0.001386792,0.9909374,0.0000202755,0.00006208434,0.0006155854,0.00006106477,0.005678211,0.0002901927,0.0001958424,0.0006225816,0.00001378853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965919,0.0005093715,0.00122104,0.000142572,0.00004103553,0.00003029183,0.0003132928,0.00003515845,0.001115276],"genre_scores_gemma":[0.9967931,0.0002173569,0.001791721,0.00004596896,0.0000684188,0.00003456355,0.0005201888,0.000005821418,0.0005227884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001607103,"threshold_uncertainty_score":0.005376279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06412792520563568,"score_gpt":0.3530557245967741,"score_spread":0.2889277993911384,"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."}}