{"id":"W3127367272","doi":"10.1136/svn-2020-000691","title":"Patterns of antidepressant therapy and clinical outcomes among ischaemic stroke survivors","year":2021,"lang":"en","type":"article","venue":"Stroke and Vascular Neurology","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Patient-Centered Outcomes Research Institute; American Heart Association","keywords":"Ischaemic stroke; Antidepressant; Medicine; Stroke (engine); Antidepressant medication; Internal medicine; Cardiology; Physical therapy; Ischemia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000634539,0.0001767339,0.0003550263,0.00071879,0.0002959816,0.0007330983,0.000301965,0.0004431878,0.001324088],"category_scores_gemma":[0.003185185,0.0001783718,0.0003911371,0.001326387,0.0002262084,0.0003833532,0.0004334972,0.000385391,0.000249296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003633044,"about_ca_system_score_gemma":0.0002838801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003456901,"about_ca_topic_score_gemma":0.006317277,"domain_scores_codex":[0.9994057,0.0001436098,0.000144634,0.0001206385,0.00008862048,0.000096754],"domain_scores_gemma":[0.9976623,0.0002763622,0.001574766,0.00009397425,0.0001513384,0.0002413685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006830836,0.00002001664,0.998925,0.000006422214,0.00004884741,0.00002265718,0.0000278253,0.00002212542,0.00003883988,0.000006014305,0.00004765906,0.0007662328],"study_design_scores_gemma":[0.000004037654,0.00004449944,0.9996176,0.000004886978,0.00001520207,0.0000875406,0.00006244348,0.00008762062,0.00001482942,0.00001923171,0.00004002389,0.000002013782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989111,0.0002953025,0.00003836837,0.00006561221,0.000004190898,0.00000736148,0.0003507019,0.000002345508,0.0003251175],"genre_scores_gemma":[0.9993991,0.0001095435,0.00003390025,0.00002257555,0.000006226426,0.000004798505,0.000336347,9.211557e-7,0.00008662036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003456901,"threshold_uncertainty_score":0.006873548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345192311238887,"score_gpt":0.3022014954346913,"score_spread":0.2787495723223024,"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."}}