{"id":"W2318851301","doi":"10.1097/01.ccm.0000424739.81515.2c","title":"521","year":2012,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Septic shock; Demographics; Shock (circulatory); Emergency department; Retrospective cohort study; Antibiotics; Sepsis; Internal medicine; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008543379,0.0008119472,0.0004776785,0.001245353,0.001112022,0.003018076,0.001152962,0.001750281,0.5918167],"category_scores_gemma":[0.002895426,0.0002558039,0.0004466593,0.001183062,0.0005632218,0.001644504,0.002152832,0.00121941,0.4770391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009188678,"about_ca_system_score_gemma":0.001603347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952089,"about_ca_topic_score_gemma":0.001912602,"domain_scores_codex":[0.9990059,0.0001752825,0.00008206921,0.0002746682,0.0003237133,0.0001384273],"domain_scores_gemma":[0.9986171,0.0002405057,0.0001100221,0.0001492036,0.0005516299,0.0003316356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001711584,0.0001174515,0.004944061,0.000533714,0.00001572123,0.0008967048,0.0003939262,0.0001383222,0.001364339,0.01165609,0.5847791,0.3949893],"study_design_scores_gemma":[0.0000122014,0.00005496751,0.002714765,0.0002472923,0.000006707834,0.0009361963,0.0002160747,0.00009134637,0.000226822,0.001392952,0.9940904,0.00001032505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006908691,0.004765042,0.00420542,0.008633715,0.006262536,0.0002608671,0.005131484,0.001323611,0.9625087],"genre_scores_gemma":[0.02286719,0.003213889,0.001981469,0.005002164,0.001548744,0.0001767289,0.004916377,0.0003671787,0.9599262],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4081833,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374839123545396,"score_gpt":0.4349676732069724,"score_spread":0.2974837608524328,"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."}}