{"id":"W2994216279","doi":"10.1503/cmaj.190578","title":"Critical Care Strategic Clinical Network","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Calgary; University of Alberta; Alberta Health Services","funders":"","keywords":"Acute respiratory distress; Critical illness; Sepsis; Intensive care medicine; Critically ill; Medicine; Multiorgan failure; Key (lock); Severe sepsis; Distress; Computer science; Septic shock; Computer security; Surgery; Lung; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01836754,0.0001767891,0.0005093585,0.000117947,0.001312358,0.0000854071,0.0004433317,0.00168894,0.03031698],"category_scores_gemma":[0.02093791,0.0001638694,0.0001750989,0.0003206768,0.00007864215,0.0003457636,0.0000513103,0.007791911,0.009113084],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00254239,"about_ca_system_score_gemma":0.02582169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007119746,"about_ca_topic_score_gemma":0.1102537,"domain_scores_codex":[0.9863639,0.008014482,0.001732391,0.0003275668,0.00195515,0.001606491],"domain_scores_gemma":[0.9850777,0.007186532,0.0006317607,0.0002756438,0.001924951,0.004903458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001300462,0.00001946391,0.8671511,0.0001038145,0.00004686385,0.0001943727,0.0007952884,0.000002099682,2.425842e-7,0.01597804,0.1099521,0.005743581],"study_design_scores_gemma":[0.001296242,0.0001850448,0.1868848,0.0004060115,0.00004004936,0.00005613856,0.01845978,0.0001497463,8.677065e-8,0.003706358,0.7885337,0.0002819524],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6212723,0.001285343,0.00004950117,0.2398502,0.02445811,0.0007033282,0.00006070221,0.000093958,0.1122266],"genre_scores_gemma":[0.8710402,0.0001916033,0.0002548956,0.1137664,0.01372519,0.00001441769,0.00001567676,0.00003561371,0.0009559377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6802663,"threshold_uncertainty_score":0.9999878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4930968436155212,"score_gpt":0.5774582459856595,"score_spread":0.08436140237013834,"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."}}