{"id":"W7084116654","doi":"10.2196/preprints.74981","title":"Acupuncture for Poststroke Cognitive Impairment Based on Default Mode Network Analysis: Protocol for a Randomized Controlled Trial (Preprint)","year":2025,"lang":"en","type":"article","venue":"","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Default mode network; Acupuncture; Cognition; Randomized controlled trial; Neuroimaging; Minimally conscious state; Placebo; Rehabilitation; Clinical trial","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":[0.02151571,0.005451741,0.01039675,0.002095709,0.002962396,0.00310819,0.002627175,0.005975071,0.1043529],"category_scores_gemma":[0.02537912,0.002561912,0.005942443,0.00272405,0.002279182,0.002836589,0.001510833,0.006105253,0.01396299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004120253,"about_ca_system_score_gemma":0.01268577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002202109,"about_ca_topic_score_gemma":0.004774074,"domain_scores_codex":[0.9870969,0.007309217,0.001884874,0.001253948,0.001300154,0.001154979],"domain_scores_gemma":[0.9905592,0.002312952,0.002166908,0.001409353,0.002384405,0.00116725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8375733,0.007552525,0.0007381684,0.0430156,0.004649944,0.0002774811,0.0002863914,0.001704251,0.002680433,0.004956573,0.0546938,0.0418715],"study_design_scores_gemma":[0.9359362,0.01128483,0.001970091,0.005676869,0.00151518,0.00006438333,0.00007574989,0.00194189,0.0008695161,0.003199958,0.03734951,0.0001158969],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001078221,0.0003705471,0.001252196,0.0002395032,0.0004940976,0.9941036,0.001685602,0.0001343519,0.0006417937],"genre_scores_gemma":[0.001005357,0.0001021002,0.00115764,0.0001537607,0.00004028338,0.9970928,0.0001548487,0.000004714689,0.0002884553],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1043529,"threshold_uncertainty_score":0.3490952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350093112316634,"score_gpt":0.3121776685981721,"score_spread":0.2986767374750058,"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."}}