{"id":"W4389445368","doi":"10.1212/wnl.96.15_supplement.5108","title":"Stroke and dementia, leading causes of neurological disability and death, potential for prevention (5108)","year":2021,"lang":"en","type":"article","venue":"Neurology","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Dementia; Stroke (engine); Cause of death; Gerontology; Intensive care medicine; Physical therapy; Internal medicine; Disease","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":[0.00140561,0.0004807892,0.0004171942,0.001327793,0.0007052234,0.001855293,0.0004227303,0.001308969,0.04048287],"category_scores_gemma":[0.003209311,0.0001889842,0.0005446969,0.001055786,0.0002823397,0.001029944,0.001424156,0.002452364,0.01851502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515389,"about_ca_system_score_gemma":0.009865187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02528759,"about_ca_topic_score_gemma":0.0709295,"domain_scores_codex":[0.9993368,0.0001224116,0.00005525697,0.00005090335,0.0003051619,0.0001293368],"domain_scores_gemma":[0.9979498,0.0001315424,0.0001794409,0.00005492852,0.001071279,0.000613075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005133923,0.00006542797,0.005714784,0.0002352788,0.00002425822,0.00006608549,0.00003796059,0.00005513824,0.0002225119,0.003437113,0.8334938,0.1565963],"study_design_scores_gemma":[0.00003706979,0.00008605047,0.04876908,0.0009108052,0.00004932903,0.0004974487,0.000194129,0.000120459,0.0002391021,0.002844432,0.946235,0.00001706561],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01214351,0.139868,0.002302579,0.3315899,0.0339431,0.0002838814,0.02477563,0.0007760794,0.4543173],"genre_scores_gemma":[0.1183071,0.225822,0.01515043,0.08646186,0.03110185,0.0008180622,0.03793995,0.0002527702,0.4841461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04048287,"threshold_uncertainty_score":0.1354287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04417991359700121,"score_gpt":0.3008689661691077,"score_spread":0.2566890525721065,"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."}}