{"id":"W3161980038","doi":"10.1186/s13063-021-05296-4","title":"Factors contributing to cognitive improvement effects of acupuncture in patients with mild cognitive impairment: a pilot randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Trials","topic":"Acupuncture Treatment Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea; Ministry of Education; Dongshin University; National Research Foundation","keywords":"Medicine; Randomized controlled trial; Cognition; Acupuncture; Cognitive impairment; Physical therapy; Physical medicine and rehabilitation; Alternative medicine; Psychiatry; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002811421,0.001773216,0.00546712,0.0006813743,0.0007857195,0.001014832,0.001068484,0.002182347,0.007253144],"category_scores_gemma":[0.003591025,0.000652875,0.003662201,0.0008054314,0.001261212,0.001055092,0.0005876536,0.002162982,0.0005864978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007889561,"about_ca_system_score_gemma":0.002038084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174864,"about_ca_topic_score_gemma":0.00261445,"domain_scores_codex":[0.9985186,0.0007484751,0.0001895714,0.0002376513,0.0001306705,0.0001748773],"domain_scores_gemma":[0.9979219,0.0007685362,0.0005032854,0.0001581913,0.0002187441,0.0004292677],"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":[0.9777851,0.008568543,0.0003880298,0.002007387,0.001828028,0.00002894873,0.00004727519,0.0000873012,0.0007019684,0.00004864593,0.0002272837,0.008281557],"study_design_scores_gemma":[0.9552317,0.04242386,0.0009500807,0.00005894487,0.0009568167,0.000007066617,0.00001312972,0.00009163158,0.00006339652,0.00005588702,0.0001401096,0.000007249163],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509894,0.0181986,0.001229813,0.000886835,0.001263573,0.02425058,0.001003661,0.0001523429,0.002025216],"genre_scores_gemma":[0.9536241,0.006535184,0.003437581,0.001215653,0.001138422,0.03173322,0.0005965811,0.00001386829,0.001705322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007253144,"threshold_uncertainty_score":0.02426416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03976885558401707,"score_gpt":0.3614772488024433,"score_spread":0.3217083932184263,"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."}}