{"id":"W4399223268","doi":"10.1007/s40279-024-02043-y","title":"Discussing Conflicting Explanatory Approaches in Flexibility Training Under Consideration of Physiology: A Narrative Review","year":2024,"lang":"en","type":"review","venue":"Sports Medicine","topic":"Sports injuries and prevention","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Memorial University of Newfoundland","funders":"Karl-Franzens-Universität Graz","keywords":"Flexibility (engineering); Range of motion; Physical medicine and rehabilitation; Muscle stiffness; Static stretching; Sarcomere; Narrative review; Medicine; Computer science; Stiffness; Cognitive psychology; Psychology; Physical therapy; Physics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002363824,0.0004892782,0.003855847,0.0003679566,0.0000535665,0.000004778985,0.00007718112,0.0003153775,0.0006162211],"category_scores_gemma":[0.0003141313,0.0002958873,0.000415468,0.0005414019,0.0003996856,0.0000781421,0.00004360277,0.0008461593,0.000002661296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673397,"about_ca_system_score_gemma":0.0006966184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003869868,"about_ca_topic_score_gemma":0.00001517524,"domain_scores_codex":[0.9964294,0.0001895566,0.001959234,0.0007035837,0.0004367331,0.0002814229],"domain_scores_gemma":[0.998229,0.0001499259,0.0009259089,0.0005076446,0.00007538401,0.0001120875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002801532,0.00007032595,0.00002299056,0.215676,0.0002548815,0.00009329093,0.005754208,9.136888e-7,0.000004970703,0.0008330037,0.001376865,0.7758846],"study_design_scores_gemma":[0.0004511442,0.0001525615,0.0002830497,0.6211988,0.00449213,0.0002408602,0.007535377,0.0000138557,0.000001697765,0.0008929429,0.3644177,0.0003198734],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002572714,0.9939229,0.00001599824,0.0007647278,0.0006029591,0.001831702,0.00001050249,0.00005775397,0.002536133],"genre_scores_gemma":[0.004690451,0.9930817,0.0001175666,0.0003255775,0.0004391284,0.0001089415,0.0007587891,0.00005510651,0.0004226941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7755647,"threshold_uncertainty_score":0.9999493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2512433766981593,"score_gpt":0.4487515098672468,"score_spread":0.1975081331690875,"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."}}