{"id":"W4386084363","doi":"10.1113/ep091334","title":"Ultrasonographic measurements of fascicle length overestimate adaptations in serial sarcomere number","year":2023,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Sports injuries and prevention","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Sarcomere; Fascicle; Ultrasound; Soleus muscle; Anatomy; Plantar flexion; Ankle; Hindlimb; Gastrocnemius muscle; Ankle dorsiflexion; Medicine; Skeletal muscle; Internal medicine; Myocyte; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00009965552,0.0000912797,0.0002204932,0.00009069229,0.00003672525,0.000002613085,0.00004867197,0.00005570538,0.0008802462],"category_scores_gemma":[0.00001438324,0.0000869004,0.0000827425,0.0003032822,0.00008559182,0.0000652505,0.00003136618,0.00007109303,0.00007245024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002757253,"about_ca_system_score_gemma":0.00002441598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001858572,"about_ca_topic_score_gemma":0.0000145818,"domain_scores_codex":[0.9992387,0.00003987195,0.0002347063,0.0001738327,0.00013,0.0001829214],"domain_scores_gemma":[0.9996982,0.00001975211,0.00006626363,0.0001515111,0.00002258521,0.0000416961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000340921,0.0002764132,0.02915716,0.00002056766,0.00004121308,0.000003625553,0.0005286527,0.00005309163,0.9681561,0.0002414963,0.0005996167,0.0005811487],"study_design_scores_gemma":[0.001618446,0.0002308173,0.8559101,0.0000487695,0.00001253718,0.000005329297,0.0007575525,0.0001251314,0.14064,0.000361278,0.0002019169,0.00008813734],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974949,0.00008749164,0.000002372438,0.00004967431,0.0003033624,0.0002155094,0.000009664121,0.00004568654,0.00179131],"genre_scores_gemma":[0.9991671,0.00002068794,0.0003997751,0.00005409443,0.00006508369,0.00003688104,0.0001307476,0.00001314609,0.0001124875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8275161,"threshold_uncertainty_score":0.9638079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0529139224211832,"score_gpt":0.3572626292932647,"score_spread":0.3043487068720815,"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."}}