{"id":"W2896859548","doi":"10.1161/str.49.suppl_1.tmp92","title":"Abstract TMP92: Keep On Working. Occupational Status Before and After Stroke Protects the Brain, General Health and Cognitive Status","year":2018,"lang":"en","type":"article","venue":"Stroke","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Titan Medical (Canada)","funders":"","keywords":"Medicine; Stroke (engine); Cognitive decline; Internal medicine; Depression (economics); Dementia; Cognition; Cohort; Montreal Cognitive Assessment; Diabetes mellitus; Hyperintensity; Cardiology; Physical therapy; Magnetic resonance imaging; Psychiatry; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000331892,0.0002152572,0.0003255262,0.0001122509,0.0003023905,0.00004481785,0.00003374245,0.0001062208,0.00007518677],"category_scores_gemma":[0.0002165728,0.0001392719,0.0001079286,0.00009302203,0.0003136524,0.00005352238,0.00004185174,0.0004207127,0.00001649938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009787076,"about_ca_system_score_gemma":0.000569216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005637659,"about_ca_topic_score_gemma":0.000931058,"domain_scores_codex":[0.9981069,0.00008826234,0.0002605372,0.0003827712,0.0004723867,0.000689141],"domain_scores_gemma":[0.9987476,0.0001259301,0.0001085115,0.0002354914,0.000134917,0.0006474996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004004031,0.00009674935,0.6577762,0.0002396146,0.0003616467,0.00004283235,0.003668011,8.701494e-7,0.00006639318,0.00007767951,0.001032943,0.332633],"study_design_scores_gemma":[0.002341668,0.001348943,0.9756096,0.0001563426,0.00005016273,0.00003502971,0.0005508265,0.00003082408,0.0001078455,0.00003137934,0.01961376,0.0001236408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932315,0.002562801,0.00006317536,0.001425455,0.0002404034,0.001250018,0.0003561681,0.00003981148,0.0008306128],"genre_scores_gemma":[0.9932672,0.0003000382,0.0002040036,0.004658329,0.0009317959,0.00007599694,0.00009388517,0.00002805668,0.000440715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3325094,"threshold_uncertainty_score":0.5679342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735277996937222,"score_gpt":0.303375171763032,"score_spread":0.2860223917936598,"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."}}