{"id":"W4224926233","doi":"10.1136/bmjopen-2020-047821","title":"Exercise dose–response relationship with heart rate variability in individuals with overweight and obesity: protocol for a systematic review and meta-analysis of randomised controlled trials","year":2022,"lang":"en","type":"review","venue":"BMJ Open","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Meta-analysis; Overweight; Protocol (science); Obesity; Randomized controlled trial; Physical therapy; Systematic review; Alternative medicine; MEDLINE; Internal medicine; Pathology","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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1577775,0.0006710573,0.04411699,0.000614501,0.0001330908,0.0001458863,0.0002870357,0.0002296651,0.000872166],"category_scores_gemma":[0.03311641,0.0003261354,0.002290062,0.001247071,0.0001161464,0.0001796122,0.0002048676,0.0004020349,0.000001119235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001591216,"about_ca_system_score_gemma":0.002711174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005658223,"about_ca_topic_score_gemma":0.00002661541,"domain_scores_codex":[0.9636572,0.02958021,0.00511122,0.0009325526,0.0004297515,0.0002890864],"domain_scores_gemma":[0.9377393,0.05681689,0.003560765,0.001483055,0.0001944727,0.0002055151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.02971206,0.0003986818,0.00007722538,0.8641949,0.105167,0.000006390759,0.0001228394,0.00000277626,2.867268e-7,0.00006627046,0.0000307956,0.0002208694],"study_design_scores_gemma":[0.07403631,0.0004755882,0.0001286354,0.08685437,0.8173205,0.00002408647,0.00001956457,0.000058463,2.136298e-7,0.00003906674,0.02069561,0.0003476039],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000006045085,0.2783957,0.00004326764,0.0005319985,0.000003223289,0.7206384,0.0003355831,0.00001070713,0.00003508652],"genre_scores_gemma":[0.00001463705,0.05693344,0.0008783158,0.0002592481,0.000007422743,0.9411974,0.00009396877,0.00004298886,0.0005725902],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7773405,"threshold_uncertainty_score":0.9999191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2665129761911744,"score_gpt":0.476864882734918,"score_spread":0.2103519065437436,"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."}}