{"id":"W4413835311","doi":"10.1249/mss.0000000000003840","title":"Regular Long Runs and Higher Training Volumes Are Associated with Better Running Economy Durability in Performance Matched Well-Trained Male Runners","year":2025,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Sports Performance and Training","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Isometric exercise; Durability; Running economy; Squat; VO2 max; Jump; Athletes; Physical therapy; Mathematics; Medicine; Animal science; Physical medicine and rehabilitation; Physics; Internal medicine; Computer science; Heart rate; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003277427,0.0003616151,0.0003389499,0.0003626153,0.0001825601,0.0003734065,0.0001427966,0.0003335032,0.002991394],"category_scores_gemma":[0.0005947652,0.000194318,0.0002223691,0.0001501559,0.0002250794,0.0003151306,0.0003663343,0.0002337121,0.0004391791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009328104,"about_ca_system_score_gemma":0.00008585734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008491546,"about_ca_topic_score_gemma":0.001110033,"domain_scores_codex":[0.9998533,0.00001890556,0.00001711082,0.00005597611,0.00002026679,0.00003442979],"domain_scores_gemma":[0.9994602,0.0000562701,0.0002278306,0.00003672231,0.00004105892,0.0001779685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005338497,0.0009251935,0.9374763,0.0001150933,0.0002817477,0.0003378345,0.0003387125,0.0002243126,0.04021379,0.00004352473,0.0001474962,0.01455757],"study_design_scores_gemma":[0.000008750328,0.0007771329,0.9984755,0.000004063168,0.00002493383,0.0001201496,0.00005921144,0.00006925113,0.0003839771,0.00001061885,0.00006376471,0.000002722632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996331,0.00009898664,0.00006453721,0.000006255826,0.00000376881,0.000003207085,0.00003491719,0.000002990595,0.0001522333],"genre_scores_gemma":[0.9993813,0.0000371298,0.00005401446,0.000007643103,0.00001110587,0.0000050729,0.0001009398,0.000002404307,0.0004002758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002991394,"threshold_uncertainty_score":0.01000726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442800985805579,"score_gpt":0.2534811970082049,"score_spread":0.2390531871501491,"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."}}