{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008645996,0.0007655256,0.04653591,0.0005650496,0.00007950774,0.000003592356,0.0003823465,0.0003603571,0.00133948],"category_scores_gemma":[0.001303465,0.0003274379,0.006675911,0.001704403,0.0004936659,0.00002370708,0.00007248955,0.0004600172,0.000001445916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004618747,"about_ca_system_score_gemma":0.00005502275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004448666,"about_ca_topic_score_gemma":0.00000579011,"domain_scores_codex":[0.9860136,0.009899962,0.002789631,0.0005886467,0.0004392544,0.0002689136],"domain_scores_gemma":[0.9658201,0.03008386,0.003104088,0.0007669632,0.0001547239,0.00007027578],"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":[0.03315883,0.0001429545,1.227598e-7,0.4282263,0.5362687,0.000001359928,0.0005815646,0.000008362535,2.255111e-8,0.000147217,0.0002247506,0.001239833],"study_design_scores_gemma":[0.2013945,0.0003439059,2.57928e-7,0.0345314,0.7508743,0.000004156382,0.0001405726,0.000005546844,1.299363e-8,0.0000481623,0.01246919,0.0001880355],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002280331,0.9678613,0.0004653726,0.00004132968,0.0006623833,0.0303366,0.000148243,0.00002049068,0.000461983],"genre_scores_gemma":[0.00006428503,0.9853992,0.00004020883,0.0001650267,0.00007218393,0.01319215,0.0009114885,0.00004535819,0.000110056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3936949,"threshold_uncertainty_score":0.9999177,"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."}}