{"id":"W4220739014","doi":"10.1016/j.sleep.2022.03.012","title":"Comparative effectiveness of multiple acupuncture therapies for primary insomnia: a systematic review and network meta-analysis of randomized trial","year":2022,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Acupuncture; Medicine; Randomized controlled trial; Meta-analysis; Pittsburgh Sleep Quality Index; Physical therapy; Electroacupuncture; Primary Insomnia; Epworth Sleepiness Scale; Insomnia; Adverse effect; Internal medicine; Alternative medicine; Sleep disorder; Psychiatry; Polysomnography","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":[0.0116934,0.003004845,0.02265691,0.003153684,0.0007642199,0.003184423,0.00229986,0.002854044,0.004786653],"category_scores_gemma":[0.02543367,0.001494154,0.03042549,0.003382492,0.001079872,0.00234645,0.001852655,0.003213257,0.000302043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002539478,"about_ca_system_score_gemma":0.002736019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005345598,"about_ca_topic_score_gemma":0.01260439,"domain_scores_codex":[0.9920074,0.003842787,0.002185768,0.0009632016,0.0007185541,0.0002823315],"domain_scores_gemma":[0.9867726,0.01017921,0.00181509,0.0004600462,0.0005414361,0.0002316675],"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":[0.01549351,0.00008651742,0.00200771,0.2121044,0.758007,0.00005976016,0.00009601983,0.0003037034,0.000261323,0.0001134495,0.0002613642,0.0112052],"study_design_scores_gemma":[0.007804285,0.0005540831,0.002389162,0.00911981,0.9789972,0.00004233581,0.0000509668,0.0001479214,0.00008543362,0.0002011852,0.0005842717,0.00002327758],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01811399,0.9789253,0.0009490669,0.0001983781,0.0003008466,0.0007265692,0.0004330963,0.00004352911,0.0003092332],"genre_scores_gemma":[0.4039566,0.5854924,0.005226009,0.001415643,0.0004198189,0.001847623,0.001006163,0.00005267519,0.000583034],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02265691,"threshold_uncertainty_score":0.06184137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09481300106962684,"score_gpt":0.3942017382410921,"score_spread":0.2993887371714652,"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."}}