{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006298273,0.0002440752,0.0005017724,0.001195579,0.00009697376,0.00005202668,0.00005966467,0.0001213256,0.00005401831],"category_scores_gemma":[0.0001983668,0.000238009,0.0001141664,0.001381284,0.000156519,0.0002776482,0.0000338065,0.0004856643,0.000005440929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002497016,"about_ca_system_score_gemma":0.0002900874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002239076,"about_ca_topic_score_gemma":0.0007942684,"domain_scores_codex":[0.9979053,0.0001996271,0.0005665705,0.000513076,0.0003462317,0.0004692612],"domain_scores_gemma":[0.9991117,0.0003160065,0.0001188159,0.0002620016,0.0001065711,0.00008490178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005330328,0.0001535929,0.6305146,0.0001661041,0.0000164848,0.0006618659,0.00107899,0.0001481237,0.05115281,0.0001123241,0.00002188487,0.3154401],"study_design_scores_gemma":[0.01483893,0.0005206795,0.96439,0.006677391,0.0001190518,0.001657792,0.001460974,0.000744534,0.002398881,0.0005183783,0.006087629,0.0005857727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869471,0.005707639,0.0004879746,0.003934613,0.0002778692,0.0006313803,0.000009129918,0.00005931533,0.001944939],"genre_scores_gemma":[0.9947062,0.00008023165,0.003927461,0.0006367132,0.0001164046,0.00005440971,0.00003818942,0.00003025985,0.0004101176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3338754,"threshold_uncertainty_score":0.9705727,"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."}}