{"id":"W3164787583","doi":"10.1002/alz.12340","title":"Stroke and dementia, leading causes of neurological disability and death, potential for prevention","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Dementia; Stroke (engine); Medicine; Falling (accident); Cause of death; Environmental health; Disease; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003359778,0.0001658398,0.0003157994,0.00005023553,0.0001346709,0.00004608516,0.00005391942,0.00008068833,0.0003999992],"category_scores_gemma":[0.00008850082,0.0001526871,0.0001295457,0.00008660765,0.000197198,0.0001427496,0.0001842318,0.000120813,0.000003680302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003024058,"about_ca_system_score_gemma":0.00005016518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001369203,"about_ca_topic_score_gemma":0.00002217076,"domain_scores_codex":[0.9983953,0.0001227654,0.0003545572,0.0004717266,0.0003109433,0.0003446622],"domain_scores_gemma":[0.9992591,0.00009370017,0.00008838819,0.0001961268,0.0002072063,0.0001554721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000317596,0.0006091155,0.8889952,0.00008281519,0.006520838,0.00003137747,0.00003681092,6.304438e-7,0.02309002,0.0003309859,0.000192414,0.07979222],"study_design_scores_gemma":[0.002713327,0.001409707,0.9014103,0.00003435185,0.01913515,0.00007285544,0.0001002456,0.0003340477,0.07271078,0.0006117751,0.001304704,0.0001627384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715901,0.02433419,0.002300598,0.0005730502,0.00009397786,0.0007044137,0.00003120314,0.00002442454,0.0003480708],"genre_scores_gemma":[0.9955299,0.0002518262,0.003750873,0.000146789,0.0000701488,0.0000750094,0.00007367389,0.00001700566,0.00008476734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07962949,"threshold_uncertainty_score":0.62264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04510537003606738,"score_gpt":0.3409381666725131,"score_spread":0.2958327966364457,"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."}}