{"id":"W4319008662","doi":"10.1161/str.54.suppl_1.139","title":"Abstract 139: Depression Following Small Vessel Stroke Is Common And More Prevalent In Women","year":2023,"lang":"en","type":"article","venue":"Stroke","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Depression (economics); Internal medicine; Cohort; Logistic regression; Modified Rankin Scale; Prospective cohort study; Cohort study; Physical therapy; Ischemic stroke","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002589565,0.0001413605,0.0003215883,0.0005037433,0.0002979624,0.0004294821,0.0001936879,0.0002668837,0.006126371],"category_scores_gemma":[0.001016052,0.0001063446,0.0002444611,0.0009656132,0.0001943766,0.000286736,0.0002278507,0.0002758527,0.0006535785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001380417,"about_ca_system_score_gemma":0.0001471749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002495667,"about_ca_topic_score_gemma":0.003777139,"domain_scores_codex":[0.9997478,0.00005736393,0.00003537792,0.00005720114,0.00006059174,0.00004168454],"domain_scores_gemma":[0.9994628,0.00005724572,0.0003326577,0.00001997496,0.00005360472,0.00007369048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000541304,0.00002126798,0.9955395,0.00002671492,0.00003771573,0.0001713755,0.00004202429,0.00000361094,0.0002664054,0.00001152955,0.0006684848,0.00315723],"study_design_scores_gemma":[0.000002822566,0.00002515162,0.9993007,0.00001011374,0.00001025593,0.0003477454,0.000069346,0.00001128903,0.00002098341,0.00001243414,0.0001880138,0.000001145493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939193,0.001518337,0.0001017089,0.0003859225,0.00005447526,0.00002424748,0.001941578,0.00001125133,0.002043258],"genre_scores_gemma":[0.9981943,0.0005106137,0.00004521542,0.0001381142,0.00006259199,0.00001059695,0.0005106181,0.000001741851,0.0005262725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006126371,"threshold_uncertainty_score":0.02049476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950372580451481,"score_gpt":0.3001581244579276,"score_spread":0.2806543986534127,"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."}}