{"id":"W4200183043","doi":"10.1097/01.ccm.0000809616.05844.f6","title":"823: META-ANALYSIS OF DELIRIUM AND PROLONGED MECHANICAL VENTILATION","year":2021,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Medicine; Delirium; Mechanical ventilation; Intensive care medicine; Intensive care; Anesthesia; Ventilation (architecture); Emergency medicine; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008748134,0.002450582,0.009204959,0.002105342,0.0007364156,0.002621386,0.00133982,0.002136125,0.008226428],"category_scores_gemma":[0.02506186,0.001027602,0.04406797,0.002669692,0.0004423825,0.001390038,0.001195728,0.00255823,0.0007953502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009877157,"about_ca_system_score_gemma":0.001193633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005315991,"about_ca_topic_score_gemma":0.01056636,"domain_scores_codex":[0.9909566,0.005728872,0.001623879,0.0008805679,0.0005578153,0.0002522937],"domain_scores_gemma":[0.989263,0.008152329,0.001102965,0.0007495548,0.0005646154,0.0001675042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01174109,0.00003233282,0.005829156,0.04458217,0.9274794,0.00009727503,0.00003543157,0.0005730611,0.0003550458,0.0001346965,0.001769029,0.007371317],"study_design_scores_gemma":[0.002546097,0.000330187,0.00455796,0.002955531,0.9870211,0.00007679863,0.00001839167,0.0004239935,0.0001038131,0.0002697857,0.001674544,0.00002176463],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04006924,0.9462922,0.004225389,0.001087754,0.001854642,0.0003943363,0.003668018,0.000260227,0.002148206],"genre_scores_gemma":[0.7259308,0.253823,0.006807824,0.003018955,0.00181914,0.001301347,0.0035035,0.0002340682,0.00356138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009204959,"threshold_uncertainty_score":0.04626507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09801643962012259,"score_gpt":0.403999457619714,"score_spread":0.3059830179995914,"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."}}