{"id":"W4411962755","doi":"10.1016/j.ostima.2025.100299","title":"REGIONAL VARIATION IN TRAPEZIOMETACARPAL BONE MICROARCHITECTURE IN FEMALES WITH OSTEOARTHRITIS USING HR-PQCT","year":2025,"lang":"en","type":"article","venue":"Osteoarthritis Imaging","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary","funders":"","keywords":"Osteoarthritis; Subchondral bone; Medicine; Microarchitecture; Computer science; Pathology; Articular cartilage","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":[0.0002263752,0.000276469,0.0002251676,0.000751586,0.0001499116,0.0002515398,0.0001684453,0.0002409298,0.001364934],"category_scores_gemma":[0.0004983385,0.00015334,0.0001522461,0.0004073554,0.000192741,0.0001488616,0.0002190666,0.00009904481,0.0002470248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009738118,"about_ca_system_score_gemma":0.00007412217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002872833,"about_ca_topic_score_gemma":0.003470189,"domain_scores_codex":[0.9998622,0.00002221075,0.00001361043,0.00005668135,0.00002752016,0.00001779745],"domain_scores_gemma":[0.9998106,0.00002606182,0.00008689279,0.00001457781,0.00003215883,0.00002962556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002435761,0.00002008993,0.9839012,0.00001655346,0.00002869337,0.0003344939,0.0001293664,0.00006048219,0.00979118,0.00001139674,0.00006574589,0.005397138],"study_design_scores_gemma":[0.000002712406,0.00008677725,0.9983764,0.000002441013,0.000008902045,0.001022219,0.00008726805,0.00008824362,0.0002458446,0.000005532336,0.00007164857,0.000002043549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988608,0.000328933,0.0002980549,0.000008373604,0.00000166869,0.00001263557,0.0002598273,0.000008898572,0.0002207322],"genre_scores_gemma":[0.9994023,0.00008335582,0.0002626789,0.000007017352,0.000003313201,0.000008603491,0.0001153867,0.000001783223,0.0001155237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002872833,"threshold_uncertainty_score":0.005712211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288550657645419,"score_gpt":0.2679807034321918,"score_spread":0.2550951968557376,"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."}}