{"id":"W2801651275","doi":"10.1186/s13102-018-0094-4","title":"Psychometric properties of the Zephyr bioharness device: a systematic review","year":2018,"lang":"en","type":"review","venue":"BMC Sports Science Medicine and Rehabilitation","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph's Hospital; Lakehead University; Hand and Upper Limb Clinic; Western University","funders":"","keywords":"PsycINFO; Reliability (semiconductor); Computer science; Standard error; Statistics; Gold standard (test); MEDLINE; Physical therapy; Medicine; Mathematics","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","sts"],"consensus_categories":[],"category_scores_codex":[0.007426343,0.0003245292,0.002939952,0.0006831803,0.0001826047,0.00001466084,0.0003274377,0.0001412897,0.00004871805],"category_scores_gemma":[0.01292397,0.0001370133,0.0003718088,0.003610622,0.002963899,0.0001382949,0.00007836556,0.0002284447,0.00000829181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504892,"about_ca_system_score_gemma":0.001876849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003956526,"about_ca_topic_score_gemma":0.000004191895,"domain_scores_codex":[0.9961095,0.0002547221,0.001792925,0.0006392845,0.0009359731,0.0002676099],"domain_scores_gemma":[0.9966256,0.0005624492,0.0009462686,0.001110554,0.0005891951,0.0001659511],"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":[0.000002530463,0.00005736318,0.0001699906,0.9740146,0.00001832016,2.265598e-7,0.0003969146,2.209682e-8,0.00002188845,0.00004557669,0.0001243884,0.02514818],"study_design_scores_gemma":[0.0002404774,0.0003002156,0.0007624022,0.9278316,0.002939771,0.00007396232,0.000313689,0.0000174785,0.000002025091,0.000024264,0.06733876,0.0001552979],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000998279,0.9907035,0.00001115587,0.001172232,0.0004641415,0.006483546,0.000002726222,0.00002337059,0.0001410064],"genre_scores_gemma":[0.002954149,0.9959649,0.0001499431,0.0002573109,0.0001521314,0.0002723419,0.000003638708,0.00001793114,0.0002276072],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06721437,"threshold_uncertainty_score":0.9997495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06585006613766498,"score_gpt":0.3517029612671805,"score_spread":0.2858528951295155,"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."}}