{"id":"W4405723488","doi":"10.12688/f1000research.146897.4","title":"Effects of electroacupuncture on cognitive symptoms in major depressive disorder: a pilot study and randomized controlled trial","year":2024,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Acupuncture Treatment Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty Of Dentistry, Thammasat University; Thammasat University","keywords":"Electroacupuncture; Medicine; Randomized controlled trial; Stroop effect; Cognition; Quality of life (healthcare); Major depressive disorder; Physical therapy; Placebo; Montreal Cognitive Assessment; Acupuncture; Internal medicine; Clinical psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003014492,0.001152057,0.007179374,0.001766772,0.0001216435,0.0001142375,0.0003286583,0.0003300337,0.00008018789],"category_scores_gemma":[0.01334312,0.0005298037,0.0007643923,0.0005701007,0.0008395,0.0000323602,0.00212678,0.003716775,0.000029329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003572226,"about_ca_system_score_gemma":0.000868733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007884577,"about_ca_topic_score_gemma":0.0002559847,"domain_scores_codex":[0.9905139,0.003431965,0.001132802,0.0014581,0.002485255,0.0009780121],"domain_scores_gemma":[0.9788327,0.01939446,0.0002839256,0.0005942768,0.0005943574,0.0003002562],"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":[0.9688966,0.007757999,0.001754556,0.003996347,0.0123619,0.001635523,0.001468742,0.000003214517,0.0003284269,0.00009780409,0.0003750434,0.001323879],"study_design_scores_gemma":[0.9578981,0.02683506,0.002764539,0.003224419,0.005050778,0.000009563809,0.0003184444,0.0002640345,0.0009046468,0.002395543,0.000005664939,0.0003292504],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8681232,0.02934366,0.00001477302,0.0009675139,0.0002526437,0.09931502,0.00005509975,0.0001031698,0.001824918],"genre_scores_gemma":[0.9601271,0.002782393,0.00001838422,0.000051036,0.0003221213,0.03373058,0.00009020307,0.0001226238,0.002755548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09200392,"threshold_uncertainty_score":0.9997153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581836430396653,"score_gpt":0.3580583887580934,"score_spread":0.3422400244541268,"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."}}