{"id":"W2316600081","doi":"10.1097/01.ccm.0000425207.84293.8c","title":"994","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":"Columbia College","funders":"","keywords":"Medicine; Emergency department; Sepsis; Septic shock; Resuscitation; Emergency medicine; Surviving Sepsis Campaign; Severe sepsis; Protocol (science); Intensive care medicine; Intensive care unit; Early goal-directed therapy; Medical emergency; Internal medicine; Nursing","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":[0.001269248,0.000953639,0.0005441463,0.001617,0.001478696,0.005118533,0.00178699,0.002842837,0.6545796],"category_scores_gemma":[0.004509998,0.0003183569,0.0006011197,0.00174208,0.0007656395,0.002781598,0.003692841,0.001816458,0.5355409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001309468,"about_ca_system_score_gemma":0.002685187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002381552,"about_ca_topic_score_gemma":0.002405061,"domain_scores_codex":[0.9984679,0.0002728023,0.0001342059,0.0003932567,0.0005465694,0.0001852202],"domain_scores_gemma":[0.9978123,0.0003156217,0.0001290004,0.0003187328,0.0008919172,0.0005323543],"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":[0.000131016,0.0001573187,0.002468041,0.0004088565,0.00001613236,0.0004516062,0.0003327511,0.000137077,0.0007716723,0.01827502,0.6151485,0.361702],"study_design_scores_gemma":[0.00001325811,0.00003522035,0.0009537549,0.0001552217,0.000005270458,0.0003201012,0.0001558279,0.00008331938,0.0001862774,0.001988177,0.9960944,0.000009206247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003178504,0.001954615,0.004547909,0.008905604,0.005357364,0.0002639755,0.003942615,0.001846652,0.9700028],"genre_scores_gemma":[0.01487145,0.002189789,0.002950465,0.005557149,0.001295248,0.0002262538,0.005288102,0.0005737306,0.9670477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3454204,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1363724921825618,"score_gpt":0.4344077635916724,"score_spread":0.2980352714091106,"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."}}