{"id":"W3215151566","doi":"10.1097/jsm.0000000000000991","title":"Effects of Blood Flow Restriction Therapy for Muscular Strength, Hypertrophy, and Endurance in Healthy and Special Populations: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Clinical Journal of Sport Medicine","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Muscle hypertrophy; Blood flow restriction; Physical strength; Resistance training; Meta-analysis; Internal medicine; Endurance training; One-repetition maximum; Strength training; Randomized controlled trial; Physical therapy; Leg press; Cochrane Library; Cardiology","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.003033944,0.0003293139,0.01889559,0.000448054,0.00002918734,0.000004535631,0.00007817236,0.0002654136,0.00001542956],"category_scores_gemma":[0.001395863,0.000182779,0.003280969,0.0006300061,0.000176598,0.00004233661,0.00002655937,0.0005552929,9.42174e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002103456,"about_ca_system_score_gemma":0.0001796083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001386999,"about_ca_topic_score_gemma":0.000003595809,"domain_scores_codex":[0.9951195,0.0003450242,0.003620639,0.0003832002,0.0003734814,0.0001581284],"domain_scores_gemma":[0.9964063,0.0008817798,0.001785085,0.0003637252,0.00031995,0.0002432321],"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":[0.0003963215,0.0003674861,0.00009532835,0.8369187,0.1288167,0.0003938695,0.00003232466,6.7669e-7,5.63908e-7,0.00002989824,0.0001058619,0.03284235],"study_design_scores_gemma":[0.003122449,0.001465357,0.001378566,0.08825044,0.9013785,0.0008532207,0.00001564541,0.000003109567,1.640419e-7,0.00003117332,0.003375372,0.0001259958],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002424453,0.994581,0.0000336177,0.0003418892,0.0001911461,0.002414508,0.000008912646,0.000002518891,0.000001986824],"genre_scores_gemma":[0.0006690763,0.9974453,0.0004896012,0.0003583818,0.0008794985,0.00007417786,0.00005422193,0.00002270997,0.00000706949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7725618,"threshold_uncertainty_score":0.99567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214075458668878,"score_gpt":0.43099816335097,"score_spread":0.3095906174840822,"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."}}