{"id":"W4401374478","doi":"10.3389/fneur.2024.1366685","title":"Effectiveness of acupuncture in treating patients with pain and mental health concerns: the results of the Alberta Complementary Health Integration Project","year":2024,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Acupuncture Treatment Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Acupuncture; Mental health; Medicine; Alternative medicine; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019331,0.0001947154,0.0005646798,0.0001435844,0.00006115362,0.00000407004,0.00007792533,0.00003693664,0.000001324693],"category_scores_gemma":[0.0002411302,0.00006184526,0.0000448464,0.0003305091,0.0002896098,0.00003606912,0.00007189762,0.0002959858,3.763196e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001691029,"about_ca_system_score_gemma":0.000196059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004777664,"about_ca_topic_score_gemma":0.004549642,"domain_scores_codex":[0.9974765,0.001502491,0.0003227111,0.0002678472,0.0002076395,0.0002228524],"domain_scores_gemma":[0.9987465,0.0009017813,0.0001246019,0.0001751974,0.00002811037,0.00002380194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004058751,0.0001481462,0.9666702,0.0007773938,0.0001414981,0.000005017037,0.006700912,0.0000100742,0.00001985104,0.0000357664,0.008240429,0.01319197],"study_design_scores_gemma":[0.006108345,0.007898876,0.980322,0.00111624,0.00003044224,0.000009078697,0.001647348,0.001034191,0.0001092674,0.00008552273,0.001570733,0.00006796925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710099,0.002659414,0.0001579353,0.02092316,0.0002707955,0.004742487,0.0001208341,0.0000101725,0.0001053037],"genre_scores_gemma":[0.9987349,0.0001831618,0.0002356944,0.0006073347,0.00001337002,0.0000745918,0.0001234745,0.00001143924,0.00001605512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02772498,"threshold_uncertainty_score":0.7222431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228779699179098,"score_gpt":0.3141531543241225,"score_spread":0.3018653573323315,"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."}}