{"id":"W4408527836","doi":"10.1017/gmh.2025.20.pr4","title":"Review: A scoping review to evaluate the efficacy of combining traditional healing and modern psychiatry in global mental healthcare — R0/PR4","year":2024,"lang":"en","type":"review","venue":"","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University; Coventry University","keywords":"Mental healthcare; Mental health; Psychology; Health care; Psychiatry; Mental health care; Psychotherapist; Medicine; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03071556,0.001960499,0.00839325,0.01953714,0.002128776,0.007097793,0.003095372,0.003677266,0.008291818],"category_scores_gemma":[0.1343045,0.001698075,0.009739599,0.02075985,0.002118597,0.006478214,0.004386693,0.002420715,0.0009379806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009796598,"about_ca_system_score_gemma":0.03318084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148201,"about_ca_topic_score_gemma":0.0303579,"domain_scores_codex":[0.9743517,0.01057737,0.009065479,0.001116389,0.004317149,0.0005718578],"domain_scores_gemma":[0.9165637,0.06214911,0.009878342,0.00156996,0.009062915,0.0007758196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000142376,0.00002444952,0.0004759487,0.9385734,0.003806527,0.0001119482,0.0005068061,0.0001181109,0.0001543867,0.0005677646,0.002250057,0.05326816],"study_design_scores_gemma":[0.00005636947,0.00007854516,0.0007252645,0.9765732,0.0106561,0.00009664003,0.0003176002,0.00005118782,0.00009329942,0.000235444,0.01110133,0.0000149624],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001672944,0.9891766,0.0007790828,0.001288058,0.0005086876,0.00407105,0.0007012261,0.00002728635,0.001775103],"genre_scores_gemma":[0.01236818,0.9798737,0.002283607,0.000922621,0.0001464424,0.003770236,0.0003653276,0.00001458826,0.0002552529],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03071556,"threshold_uncertainty_score":0.1624414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2389099185128492,"score_gpt":0.5102172280466977,"score_spread":0.2713073095338485,"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."}}