{"id":"W4390192988","doi":"10.1002/alz.076365","title":"Effects of creative expression program on patients with mild cognitive impairment: based on Transcranial Doppler","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transcranial Doppler; Medicine; Middle cerebral artery; Hemodynamics; Montreal Cognitive Assessment; Cognition; Internal medicine; Cardiology; Anterior cerebral artery; Cerebral blood flow; Physical therapy; Cognitive impairment; Ischemia; Psychiatry","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":[0.0001852743,0.0003522428,0.0003185509,0.0002000312,0.0001761813,0.0001883036,0.000129283,0.0001501526,0.0008106314],"category_scores_gemma":[0.0004776314,0.0000438844,0.0003117447,0.0001221634,0.0001130395,0.0001136253,0.0001528782,0.0001972826,0.00005844372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001072567,"about_ca_system_score_gemma":0.0001491516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000697039,"about_ca_topic_score_gemma":0.0008634952,"domain_scores_codex":[0.999905,0.00003632809,0.000008543259,0.00001494179,0.00001522847,0.00001989619],"domain_scores_gemma":[0.9998974,0.00002644599,0.00002500446,0.000005250365,0.00001357042,0.00003225337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02564094,0.02985835,0.347539,0.001041272,0.0007735769,0.001922583,0.002033705,0.0009378325,0.0460468,0.0001805555,0.001255346,0.54277],"study_design_scores_gemma":[0.002081462,0.04349697,0.940589,0.0001119553,0.0006595712,0.0009528072,0.00109016,0.001655881,0.007557227,0.0002428846,0.001526306,0.00003579291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991164,0.0002701468,0.00009109037,0.00002855054,0.000006528197,0.00002811557,0.00001263978,0.000005778865,0.0004407986],"genre_scores_gemma":[0.9994876,0.0001255709,0.0001708296,0.00002500528,0.000009513842,0.00002623891,0.00002266717,3.853547e-7,0.0001321513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008106314,"threshold_uncertainty_score":0.002711833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00964643323942364,"score_gpt":0.2546593799901397,"score_spread":0.245012946750716,"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."}}