{"id":"W2090652960","doi":"10.1161/01.str.0000260101.08944.e9","title":"Stroke and Vascular Cognitive Impairment","year":2007,"lang":"en","type":"article","venue":"Stroke","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Disease; Dementia; Stroke (engine); Cognition; Clinical trial; Pace; Set (abstract data type); Rigour; Neuroscience; Intensive care medicine; Psychology; Psychiatry; Pathology","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":[0.0002064664,0.000122176,0.0001891303,0.00008161351,0.00006080715,0.00001606641,0.00002801018,0.00004477536,0.0003734484],"category_scores_gemma":[0.0000321834,0.0001052778,0.0001912935,0.00005156107,0.00007729595,0.00004693964,0.00003344172,0.0001007031,0.00006646061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002771428,"about_ca_system_score_gemma":0.00003760437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001866053,"about_ca_topic_score_gemma":0.00001339058,"domain_scores_codex":[0.9990809,0.00001598856,0.00014114,0.0002166163,0.0002777404,0.0002676454],"domain_scores_gemma":[0.9994473,0.00003914153,0.00002429581,0.000160593,0.00006484319,0.0002637737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002261582,0.0004651418,0.9523427,0.000117085,0.0007660009,0.00006091003,0.000447071,3.924164e-7,0.003417762,0.0001938102,0.001020492,0.04094242],"study_design_scores_gemma":[0.003323164,0.0004393634,0.9821548,0.00006885298,0.000399749,0.00005941412,0.001937613,0.000009820948,0.005229082,0.00001074557,0.006224646,0.0001427568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785308,0.0005567079,0.0006549507,0.00006540414,0.00008166424,0.0003691478,0.00005132407,0.00006071507,0.01962933],"genre_scores_gemma":[0.9968193,0.00007614832,0.0001358987,0.0004299605,0.0001825891,0.000009559569,0.00003173553,0.00001527759,0.002299511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04079966,"threshold_uncertainty_score":0.4293106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007290845083537688,"score_gpt":0.2514204429916077,"score_spread":0.24412959790807,"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."}}