{"id":"W4382653249","doi":"10.1139/apnm-2023-0074","title":"The effects of regional quadriceps architecture on angle-specific rapid force expression","year":2023,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Sports Performance and Training","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Muscle architecture; Isometric exercise; Vastus lateralis muscle; Anatomy; Rectus femoris muscle; Ultrasonography; Quadriceps muscle; Medicine; Thigh; Knee Joint; Physical medicine and rehabilitation; Electromyography; Skeletal muscle; Physical therapy; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007338267,0.0003216867,0.0001713018,0.0003294318,0.00008635805,0.0002498144,0.0001010448,0.0001147747,0.001389727],"category_scores_gemma":[0.001838364,0.000158212,0.0001432778,0.0001828074,0.0002088883,0.0001916126,0.0002928902,0.0001327128,0.0002329414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006981396,"about_ca_system_score_gemma":0.00007269015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000907229,"about_ca_topic_score_gemma":0.001574849,"domain_scores_codex":[0.9997792,0.00007049326,0.00001602995,0.00006489791,0.00004117388,0.00002833663],"domain_scores_gemma":[0.9987646,0.0004593289,0.0003757124,0.0001519249,0.0001412336,0.000107216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001729084,0.0001089893,0.7137659,0.00009470154,0.0002767061,0.0001784849,0.000285043,0.001766874,0.2274987,0.0000983131,0.000131116,0.05406611],"study_design_scores_gemma":[0.00000283337,0.0002739497,0.9970635,0.000002524152,0.00001569213,0.00008265684,0.00002395806,0.0003624255,0.002087782,0.00002397719,0.00005749274,0.000003171602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980088,0.0001966702,0.001135165,0.000008382346,0.000001698426,0.000008432796,0.00007304359,0.00001773582,0.0005502682],"genre_scores_gemma":[0.9991426,0.00005110206,0.0004689512,0.000005285302,0.000002753566,0.000005822943,0.0000633098,0.000005976553,0.0002542214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001389727,"threshold_uncertainty_score":0.004649162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561345720640436,"score_gpt":0.2483546869273667,"score_spread":0.2327412297209623,"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."}}