{"id":"W4400690116","doi":"10.1123/jab.2024-0006","title":"Measurement Position Influences Sex Comparisons of Distal Femoral Cartilage Thickness With Ultrasound Imaging","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Biomechanics","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Ultrasound; Position (finance); Medicine; Biomedical engineering; Ultrasound imaging; Cartilage; Articular cartilage; Orthodontics; Anatomy; Radiology; Osteoarthritis; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004537049,0.000176474,0.0004055781,0.0002412178,0.00005899451,0.00006146129,0.00008236029,0.00006036707,0.00001973158],"category_scores_gemma":[0.000007204654,0.0001214452,0.0001250101,0.0002986516,0.00005346547,0.000128828,0.00001783321,0.0002157487,0.000005133528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565796,"about_ca_system_score_gemma":0.0002389452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000369172,"about_ca_topic_score_gemma":0.000008208977,"domain_scores_codex":[0.9983693,0.00001633422,0.0004500099,0.0001593711,0.0008058589,0.000199157],"domain_scores_gemma":[0.9992328,0.00002654134,0.0002358869,0.0001301575,0.0002432127,0.0001314426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005380274,0.0001831532,0.0001551121,0.0001824561,0.0001214366,0.0002412307,0.0004114969,0.000005570522,0.9873438,0.002366132,0.0001231613,0.008328431],"study_design_scores_gemma":[0.002284813,0.002141668,0.00008787392,0.001185954,0.0007554234,0.001701354,0.002381017,0.0002088986,0.9870598,0.001244964,0.0007712594,0.0001769288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832129,0.0018505,0.0127631,0.000344257,0.0004267919,0.0003924868,0.00002259398,0.00004980955,0.0009375892],"genre_scores_gemma":[0.9964043,0.00004214298,0.003289475,0.0000684234,0.0001366877,0.000005509414,0.00001144105,0.00002370649,0.00001827271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01319147,"threshold_uncertainty_score":0.4952391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152416138116364,"score_gpt":0.2523920917164824,"score_spread":0.237150477904846,"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."}}