{"id":"W2888176033","doi":"10.1136/bmjopen-2018-021521","title":"Rationale and design for the detection and neurological impact of cerebrovascular events in non-cardiac surgery patients cohort evaluation (NeuroVISION) study: a prospective international cohort study","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; University of Calgary; University of British Columbia; Hamilton Health Sciences; University of Toronto; McMaster University; Western University","funders":"Health and Medical Research Fund; Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada; Food and Health Bureau; Abbott Diagnostics; Hong Kong Government; Ontario Ministry of Health and Long-Term Care; McMaster University; Stryker; Auckland District Health Board; Alberta Innovates; Neurological Foundation of New Zealand","keywords":"Medicine; Perioperative; Montreal Cognitive Assessment; Stroke (engine); Cardiac surgery; Prospective cohort study; Cohort study; Cohort; Neurosurgery; Elective surgery; Cognition; Emergency medicine; Physical therapy; Dementia; Surgery; Internal medicine; Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.06528662,0.003562155,0.003063546,0.002633477,0.002876295,0.002646604,0.004987158,0.004275496,0.009084531],"category_scores_gemma":[0.05480035,0.002473537,0.003377938,0.003687695,0.002627715,0.002273372,0.002519855,0.004125962,0.003740502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002004369,"about_ca_system_score_gemma":0.009311526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00314828,"about_ca_topic_score_gemma":0.004334261,"domain_scores_codex":[0.9486381,0.03543267,0.005046358,0.005154464,0.00400641,0.001721956],"domain_scores_gemma":[0.984163,0.004101545,0.00233156,0.00285553,0.004054747,0.002493597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1929445,0.01487805,0.430017,0.02473952,0.008375069,0.003447364,0.007415674,0.003895372,0.005660066,0.05438495,0.1230622,0.1311802],"study_design_scores_gemma":[0.1667221,0.07851528,0.3558324,0.01585305,0.01031533,0.002510029,0.005882415,0.01471963,0.003917857,0.03721752,0.3074376,0.001076737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03286484,0.003108049,0.02170358,0.003895206,0.003152533,0.9152016,0.01551476,0.0001870986,0.004372305],"genre_scores_gemma":[0.02800019,0.0006311326,0.0222926,0.001847292,0.0004270312,0.9433517,0.002320211,0.00002372222,0.001106126],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06528662,"threshold_uncertainty_score":0.3452728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05946041283947356,"score_gpt":0.3928067417864564,"score_spread":0.3333463289469829,"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."}}