{"id":"W1984679608","doi":"10.1097/mcc.0b013e32834cd39c","title":"Worldwide demand for critical care","year":2011,"lang":"en","type":"review","venue":"Current Opinion in Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Critical illness; Intensive care medicine; Critically ill; Intensive care unit; Pandemic; Population; Environmental health; Disease; Coronavirus disease 2019 (COVID-19)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001239497,0.0006396735,0.002190282,0.0003302731,0.0001065981,0.00005461234,0.0002034925,0.0004601189,0.0002828318],"category_scores_gemma":[0.001930281,0.0005033966,0.001078187,0.0002529836,0.0002225524,0.00006409354,0.0001131595,0.0006682316,0.0001185726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005730868,"about_ca_system_score_gemma":0.0004376902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000749065,"about_ca_topic_score_gemma":0.000004500045,"domain_scores_codex":[0.9969227,0.0001598193,0.0009399168,0.0009464175,0.0003310991,0.0007000474],"domain_scores_gemma":[0.9964805,0.001832279,0.00006326818,0.0006021601,0.0005394218,0.0004823745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002137233,0.000439508,0.0004651523,0.2409859,0.00003665014,0.00001214769,0.0003081851,1.648593e-8,2.662842e-9,0.01742684,0.003367689,0.7369366],"study_design_scores_gemma":[0.0008471041,0.0004391593,0.0001369482,0.07419956,0.001546136,0.00003437282,0.0005195563,8.926734e-7,8.069675e-7,0.0003001792,0.9215407,0.0004345301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001153896,0.9882697,0.000106227,0.0002468066,0.007790449,0.002150202,0.000654004,0.0000653474,0.000716122],"genre_scores_gemma":[0.0008690224,0.9919137,0.0006180445,0.00005284423,0.001574007,0.002779299,0.002078916,0.000105669,0.000008519897],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9181731,"threshold_uncertainty_score":0.9997418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5251113142784037,"score_gpt":0.5627952684650124,"score_spread":0.03768395418660864,"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."}}