{"id":"W1969329602","doi":"10.1186/cc5592","title":"Computer management systems and protocols in intensive care units: do we have any benefit?","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intensive care; Medical emergency; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03758976,0.0005239023,0.001337832,0.004236734,0.00107682,0.003173752,0.001531722,0.004668405,0.008424816],"category_scores_gemma":[0.1720851,0.0005892947,0.001314132,0.006047367,0.003041336,0.01063605,0.001556779,0.003433502,0.001317662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002878068,"about_ca_system_score_gemma":0.00787689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003682074,"about_ca_topic_score_gemma":0.01154044,"domain_scores_codex":[0.972507,0.01683564,0.00339875,0.0006518413,0.006072447,0.0005344107],"domain_scores_gemma":[0.8420649,0.1094206,0.02362529,0.004297636,0.01762058,0.002971045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007634539,0.0002564731,0.01487899,0.03686712,0.0005506015,0.0003459943,0.0006817448,0.0002243947,0.0002627561,0.005394938,0.0242886,0.915485],"study_design_scores_gemma":[0.002226609,0.007020731,0.1173812,0.3018094,0.007623097,0.007768147,0.02228434,0.001685714,0.001975762,0.04207031,0.4876562,0.0004985475],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0217413,0.7571887,0.001333918,0.2090464,0.003718404,0.0001730018,0.0002712714,0.000051584,0.006475395],"genre_scores_gemma":[0.1770752,0.7464983,0.009902812,0.05712757,0.007349042,0.0003774785,0.000294194,0.00004766883,0.001327683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03758976,"threshold_uncertainty_score":0.198796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09641437547422219,"score_gpt":0.4766654206685097,"score_spread":0.3802510451942875,"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."}}