{"id":"W3195003510","doi":"10.1136/bmjopen-2021-049250","title":"Identifying neurocognitive outcomes and cerebral oxygenation in critically ill adults on acute kidney replacement therapy in the intensive care unit: the INCOGNITO-AKI study protocol","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Kingston Health Sciences Centre; Queen's University","funders":"Queen's University","keywords":"Medicine; Delirium; Neurocognitive; Intensive care unit; Intensive care medicine; Renal replacement therapy; Acute kidney injury; Population; Dialysis; Intensive care; Emergency medicine; Internal medicine; Cognition; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005100546,0.002317055,0.00205914,0.001013623,0.002059837,0.001463088,0.002357193,0.001831691,0.006023205],"category_scores_gemma":[0.003094769,0.001133507,0.00172752,0.001418886,0.0008617357,0.00118148,0.001543959,0.001436162,0.002136248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00212696,"about_ca_system_score_gemma":0.00789573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005834496,"about_ca_topic_score_gemma":0.01032353,"domain_scores_codex":[0.9980465,0.0008428742,0.000308649,0.0003368543,0.0001917961,0.0002733816],"domain_scores_gemma":[0.9977043,0.0002225963,0.0005833551,0.0002258802,0.0007429153,0.0005209396],"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":[0.3003949,0.02947644,0.5688863,0.01000039,0.002496877,0.001477518,0.003112335,0.003096643,0.005622397,0.002748647,0.03884898,0.03383872],"study_design_scores_gemma":[0.1167304,0.03338886,0.8005428,0.002600156,0.00138394,0.0006857985,0.002071524,0.00368771,0.001711646,0.001877773,0.03504814,0.0002712321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2481567,0.001232984,0.003200669,0.0008655353,0.000218797,0.7058265,0.03429379,0.00007680254,0.006128149],"genre_scores_gemma":[0.1331737,0.0007660685,0.00446104,0.0006710927,0.0001240402,0.8412851,0.01715891,0.00001483549,0.002345151],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.006023205,"threshold_uncertainty_score":0.02697462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07877946091812477,"score_gpt":0.4470772475332566,"score_spread":0.3682977866151319,"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."}}