{"id":"W2954125601","doi":"10.1161/jaha.118.011412","title":"Prevalence and Risk Factors of Brain Infarcts and Associations With Cognitive Performance in Tenants of Marginal Housing","year":2019,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; BC Mental Health & Substance Use Services; Spinal Cord Injury BC; University of British Columbia","funders":"","keywords":"Cognition; Cognitive impairment; Medicine; Brain infarction; Environmental health; Physical medicine and rehabilitation; Psychology; Cardiology; Psychiatry","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":[0.001416919,0.00006647488,0.0005165702,0.00008815493,0.0001429977,0.000004917908,0.00005270376,0.00005032904,0.000005497652],"category_scores_gemma":[0.0009563261,0.00004237754,0.00003982469,0.0002716796,0.00007234826,0.0001818092,0.00003331807,0.0003510514,4.55731e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001766909,"about_ca_system_score_gemma":0.0001654434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046002,"about_ca_topic_score_gemma":0.0004300217,"domain_scores_codex":[0.9983525,0.0006990415,0.0004045629,0.00006461467,0.0003154212,0.0001638963],"domain_scores_gemma":[0.996048,0.001515867,0.002004926,0.00004949954,0.0003484721,0.00003328641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005396771,0.0000279315,0.9865065,0.00008716495,0.00005319109,8.541291e-8,0.01267596,0.00001317961,0.0001839027,0.000004476847,0.000004268423,0.0003893441],"study_design_scores_gemma":[0.0005404329,0.0002451851,0.9822749,0.0006398308,0.00005362631,1.528559e-7,0.01599997,0.00005585437,0.0001119361,0.00002352546,0.000008025647,0.00004651871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999355,0.00006611421,0.000003410142,0.0002106662,0.00006743529,0.0002146618,0.00003150673,0.00000199665,0.00004922022],"genre_scores_gemma":[0.9992443,0.0005759997,0.00005857196,0.00003413478,0.00002986447,0.000001467006,3.779899e-7,0.000007105501,0.00004813579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004231582,"threshold_uncertainty_score":0.1728106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896329811747679,"score_gpt":0.343390440286851,"score_spread":0.3244271421693742,"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."}}