{"id":"W3162526451","doi":"10.1038/s41598-021-88263-y","title":"A network meta-analysis on the effectiveness and safety of acupuncture in treating patients with major depressive disorder","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Acupuncture Treatment Research Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Hong Kong Baptist University","keywords":"Acupuncture; Medicine; Cochrane Library; Psychological intervention; Major depressive disorder; Meta-analysis; Depression (economics); MEDLINE; Traditional Chinese medicine; Psychiatry; Internal medicine; Alternative medicine; Mood; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02344197,0.003274421,0.01470338,0.006948552,0.0008311554,0.003157536,0.00197338,0.00249045,0.003789932],"category_scores_gemma":[0.05862613,0.001241088,0.04725842,0.00587444,0.0006292474,0.002166752,0.001772974,0.002524333,0.0002650425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002937585,"about_ca_system_score_gemma":0.002900844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009522459,"about_ca_topic_score_gemma":0.01095564,"domain_scores_codex":[0.9770975,0.01606847,0.003112765,0.001875496,0.001427985,0.0004177441],"domain_scores_gemma":[0.9654343,0.02883081,0.002931024,0.0009378575,0.001494265,0.0003716981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003958714,0.00004368615,0.005228539,0.06466438,0.915768,0.00009137788,0.00004946269,0.001415117,0.0001226326,0.0001547326,0.0003175266,0.008185867],"study_design_scores_gemma":[0.0008983308,0.0002209944,0.002552374,0.002779856,0.9920406,0.00003871678,0.00001352669,0.0007221771,0.00004757733,0.0002561432,0.0004156411,0.00001395194],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02920145,0.9611136,0.004590215,0.000994925,0.0007387016,0.0009011616,0.001422511,0.000103401,0.0009341314],"genre_scores_gemma":[0.6826894,0.3030462,0.00752631,0.001281286,0.0006036718,0.002318546,0.001842197,0.00006259639,0.0006297418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02344197,"threshold_uncertainty_score":0.1239744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02042607636522514,"score_gpt":0.2918317268275262,"score_spread":0.2714056504623011,"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."}}