{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006437182,0.0001405277,0.0002582717,0.00002275512,0.0001298806,0.00002210476,0.00007927101,0.0001115684,0.00006199258],"category_scores_gemma":[0.0003953119,0.0001205914,0.00007593937,0.00005775647,0.0002878844,0.00007778835,0.0001663071,0.0001353774,0.000002242831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001648222,"about_ca_system_score_gemma":0.000009156857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000581146,"about_ca_topic_score_gemma":0.00001907798,"domain_scores_codex":[0.9984429,0.0002985814,0.0002280989,0.0006569253,0.000104471,0.0002689658],"domain_scores_gemma":[0.9992245,0.0004258905,0.00008626377,0.0001670402,0.00002464732,0.0000716725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001518002,0.001422738,0.6856571,0.00008564413,0.00004682233,0.0003250858,0.00003369706,0.00006172124,0.2845406,0.006967991,0.0000566308,0.01928386],"study_design_scores_gemma":[0.003828918,0.01008464,0.8954093,0.000003730417,0.0002679288,0.0003691803,0.000004674958,0.002101369,0.05202087,0.03444523,0.001181927,0.0002822203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973954,0.0001703697,0.0003423414,0.001421078,0.0001597784,0.0002854905,0.00003870656,0.00003138833,0.0001554611],"genre_scores_gemma":[0.9979687,0.0001343126,0.0001527235,0.00161363,0.00002216271,0.00003350263,0.000003790175,0.00001043815,0.00006078384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2325198,"threshold_uncertainty_score":0.4917575,"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."}}