{"id":"W2114443630","doi":"10.1378/chest.129.4.1061","title":"Intensive Care and Emergency Medicine","year":2006,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre; McMaster University; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institutes of Health; Defense Advanced Research Projects Agency; Heart and Stroke Foundation of Canada","keywords":"Medicine; Intensive care; Intensive care medicine; Specialty; Health care; Identification (biology); Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004738997,0.00063548,0.0005494735,0.001125871,0.00145927,0.001430779,0.0004152995,0.001354925,0.1775728],"category_scores_gemma":[0.002650617,0.0002092343,0.0004005952,0.000611488,0.000461396,0.0007088796,0.001314076,0.002108699,0.04835213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007401377,"about_ca_system_score_gemma":0.001707605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007239394,"about_ca_topic_score_gemma":0.002909965,"domain_scores_codex":[0.9995413,0.00009677155,0.00004154161,0.00006065657,0.0001489925,0.0001108113],"domain_scores_gemma":[0.9983653,0.0001751183,0.0001016641,0.00009751664,0.0004128581,0.0008475605],"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":[0.0003039599,0.0004570561,0.01333279,0.0004357497,0.00005806434,0.004038914,0.0001826319,0.0001319822,0.001858957,0.00829847,0.7355691,0.2353323],"study_design_scores_gemma":[0.00009162448,0.0002035465,0.0496475,0.0005217167,0.00002651089,0.005189124,0.0001823312,0.00013068,0.0004040542,0.004595496,0.9389863,0.00002106272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01814916,0.03239578,0.001821045,0.06172302,0.02966054,0.0003632035,0.001820575,0.0003509117,0.8537157],"genre_scores_gemma":[0.1061901,0.03288452,0.003226626,0.03578831,0.06606602,0.0004121358,0.002933965,0.0001336601,0.7523648],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1775728,"threshold_uncertainty_score":0.5940403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07982416568960903,"score_gpt":0.3552185455247978,"score_spread":0.2753943798351888,"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."}}