{"id":"W4417088379","doi":"10.1186/s13643-025-03004-w","title":"A systematic review protocol for slow-paced breathing in healthy populations: Impacts on cognition and insights into mechanisms of action","year":2025,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University; Toronto Rehabilitation Institute; University of Toronto","funders":"Branch Out Neurological Foundation; Mitacs","keywords":"Cognition; Protocol (science); Action (physics); Breathing; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1127303,0.007251891,0.02243791,0.01996774,0.005876008,0.01029934,0.006610306,0.01014294,0.08358663],"category_scores_gemma":[0.1459803,0.00593398,0.01879798,0.01645957,0.006862296,0.01141114,0.007160011,0.009271223,0.01486613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01885509,"about_ca_system_score_gemma":0.07971717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004879639,"about_ca_topic_score_gemma":0.01176329,"domain_scores_codex":[0.9258909,0.03594914,0.02051604,0.006640885,0.008701589,0.002301469],"domain_scores_gemma":[0.9021751,0.04281722,0.02047643,0.009405913,0.02139252,0.003732798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002127314,0.0001877994,0.0004518791,0.9268869,0.001832041,0.0004298824,0.001865522,0.0006993576,0.001367642,0.00570386,0.02990594,0.0285419],"study_design_scores_gemma":[0.01284229,0.001187072,0.003411408,0.7411245,0.00816928,0.0006404414,0.002009349,0.001380407,0.001763887,0.01246216,0.2145271,0.000482203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002637112,0.002096826,0.002376873,0.0005732719,0.0003882932,0.9895117,0.004067102,0.0001420089,0.0005802488],"genre_scores_gemma":[0.0002837029,0.001175933,0.005106816,0.0002186548,0.00003133411,0.9923472,0.000470145,0.00001231678,0.0003538758],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1127303,"threshold_uncertainty_score":0.5961818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2192743615653758,"score_gpt":0.4688948012604705,"score_spread":0.2496204396950947,"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."}}