{"id":"W4404527118","doi":"10.2196/59572","title":"Factors Influencing Poststroke Cognitive Dysfunction: Cross-Sectional Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jiangsu Commission of Health","keywords":"Cognition; Stroke (engine); Medicine; Cross-sectional study; Physical therapy; Clinical psychology; Gerontology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002026099,0.0003261185,0.0004982499,0.0009710083,0.0004587592,0.0005677598,0.0003446483,0.0005110559,0.001629263],"category_scores_gemma":[0.002974908,0.000410669,0.0006872414,0.001306281,0.00028493,0.0005273585,0.0004253788,0.0006561595,0.0003536779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002627714,"about_ca_system_score_gemma":0.0004234528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002706848,"about_ca_topic_score_gemma":0.003202684,"domain_scores_codex":[0.999218,0.0002085876,0.0001420913,0.000143628,0.0001771049,0.0001105446],"domain_scores_gemma":[0.9973348,0.0007213047,0.001056187,0.0002024332,0.0003186659,0.0003666382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000440667,0.00002865548,0.999612,0.00000500445,0.00004942382,0.00001868753,0.00002325895,0.00001251328,0.00002352837,0.000002683299,0.00001783593,0.0001623787],"study_design_scores_gemma":[0.00000406221,0.0001185421,0.9995164,0.00000320472,0.00003105815,0.00008821607,0.00007648384,0.0000994771,0.0000142248,0.00000509544,0.00004153503,0.000001674876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991448,0.0001441871,0.00008784032,0.00001679895,0.000004967507,0.00002115023,0.0003580783,0.000002450517,0.0002196822],"genre_scores_gemma":[0.9993561,0.0000692793,0.00006923716,0.00001842884,0.00000829589,0.00002147704,0.0003957742,9.515253e-7,0.00006055478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002706848,"threshold_uncertainty_score":0.01071513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07931906449333478,"score_gpt":0.4370530562516348,"score_spread":0.3577339917583,"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."}}