{"id":"W2890500213","doi":"10.1503/cmaj.180434","title":"We need smarter trigger tools for diagnosing sepsis in children in Canada","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Sepsis; Medicine; Key (lock); Child health; Health care; Intensive care medicine; Pediatrics; Medical emergency; Computer science; Computer security; Political science; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003979695,0.0009647916,0.001067725,0.002373297,0.004717744,0.003968557,0.003458646,0.002753166,0.01919683],"category_scores_gemma":[0.03037161,0.0005484335,0.001385073,0.00266604,0.002208278,0.002932732,0.003476818,0.006775322,0.002169434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06369529,"about_ca_system_score_gemma":0.1906932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9725083,"about_ca_topic_score_gemma":0.9829334,"domain_scores_codex":[0.993865,0.0007207329,0.0006098404,0.0004773441,0.002666853,0.001660316],"domain_scores_gemma":[0.9507017,0.003410542,0.002516969,0.0006295159,0.03036476,0.01237653],"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":[0.0001713762,0.0001196151,0.1415525,0.001244541,0.0001812329,0.00133926,0.001361807,0.001427342,0.0008596664,0.005738684,0.6700868,0.1759171],"study_design_scores_gemma":[0.0003722357,0.0002776221,0.3374004,0.0126439,0.000451325,0.002304571,0.01146231,0.003352621,0.001308727,0.01157122,0.6183304,0.0005247152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02895751,0.03828547,0.006009604,0.8490628,0.01042992,0.0006062118,0.008942115,0.001007372,0.05669895],"genre_scores_gemma":[0.4867049,0.08158197,0.08687463,0.2988586,0.009866127,0.0009535726,0.01123552,0.0007802877,0.02314436],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06369529,"threshold_uncertainty_score":0.4621438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02680556012791818,"score_gpt":0.2802698307366178,"score_spread":0.2534642706086996,"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."}}