{"id":"W2794498788","doi":"10.1186/s13054-018-1975-3","title":"Indicators of intensive care unit capacity strain: a systematic review","year":2018,"lang":"en","type":"review","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; Alberta Health; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; Canada Research Chairs","keywords":"Medicine; Intensive care unit; Strain (injury); Intensive care medicine; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001427636,0.0005249163,0.005220973,0.0002272449,0.00005640285,0.0000153004,0.0002201749,0.0003874566,0.000264207],"category_scores_gemma":[0.007639597,0.000338053,0.001269317,0.0004530853,0.0004129289,0.0000254876,0.00008483999,0.0004122366,0.0001683769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003447369,"about_ca_system_score_gemma":0.000438194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000115966,"about_ca_topic_score_gemma":0.000004412559,"domain_scores_codex":[0.99717,0.0003167323,0.0011652,0.0005084465,0.0005065924,0.0003330728],"domain_scores_gemma":[0.9942244,0.0006621256,0.000281469,0.0009692591,0.003511351,0.0003514002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001208344,0.00005080126,0.00002433136,0.9871914,0.0004196654,0.0001113969,0.0005148074,2.959344e-10,6.687455e-9,0.0005084831,0.0007158098,0.01046206],"study_design_scores_gemma":[0.0001723107,0.0004379741,0.000009037843,0.8878126,0.0377789,0.0001400875,0.005451914,1.661685e-8,0.000002637932,0.000007047296,0.06794854,0.0002389016],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001148502,0.9939121,0.00000109201,0.0001396537,0.0002110676,0.003559952,0.0009691074,0.00003919973,0.00115634],"genre_scores_gemma":[0.001157086,0.9956735,0.00006470026,0.00149555,0.000144666,0.0007031977,0.000681828,0.00006588449,0.00001355633],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0993788,"threshold_uncertainty_score":0.9999071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2691657643027928,"score_gpt":0.4612338506601791,"score_spread":0.1920680863573863,"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."}}