{"id":"W4414673960","doi":"10.21203/rs.3.rs-7579237/v1","title":"Sport-Specific Loading Drives Ultrasound-Detected Entheseal Adaptations in Elite Athletes","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Tendon Structure and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Elite athletes; Athletes; Elite; Enthesis; Subclinical infection; Lower limb; Ultrasound imaging","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":[0.0004023007,0.0002921874,0.0003015682,0.000365482,0.0001805554,0.0005095854,0.0002209202,0.0006399101,0.005773148],"category_scores_gemma":[0.001841478,0.0002692893,0.0001721051,0.0002838087,0.0003418991,0.0003141704,0.0003686454,0.000245355,0.0005600479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539903,"about_ca_system_score_gemma":0.0002631967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388049,"about_ca_topic_score_gemma":0.0009530626,"domain_scores_codex":[0.9998245,0.00003459692,0.00001607843,0.00003889922,0.00003256775,0.00005343615],"domain_scores_gemma":[0.9995806,0.0001691655,0.0001121601,0.00003016447,0.00005771901,0.00005028421],"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":[0.01661523,0.001928733,0.3676523,0.000792967,0.0002558588,0.003455702,0.001726453,0.000879302,0.4871834,0.0003873523,0.001331554,0.1177911],"study_design_scores_gemma":[0.0000552294,0.001771547,0.9828887,0.00005055261,0.00007023068,0.001323131,0.0005183028,0.0006417265,0.01208974,0.0001728242,0.0004084198,0.000009571227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989181,0.0002467006,0.0002794626,0.00004697792,0.00001213732,0.000009215104,0.00004241147,0.000005880806,0.0004391726],"genre_scores_gemma":[0.9984996,0.000270227,0.0001726752,0.0000329941,0.0000310259,0.00001344404,0.00008379693,0.000006565869,0.0008894845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005773148,"threshold_uncertainty_score":0.01931316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06321606659967687,"score_gpt":0.3896198084763769,"score_spread":0.3264037418767,"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."}}