{"id":"W4416624953","doi":"10.1016/j.joca.2025.11.004","title":"Osteoarthritis year in review 2025: Imaging","year":2025,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Osteoarthritis; Scope (computer science); Medical imaging; MEDLINE","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":[0.006142524,0.001245904,0.003878188,0.01434137,0.0009120686,0.005365927,0.001746954,0.002510322,0.01665044],"category_scores_gemma":[0.0274283,0.000793745,0.002525888,0.01515904,0.0008263304,0.004719753,0.001943767,0.001734076,0.002393089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004468953,"about_ca_system_score_gemma":0.01619627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005322119,"about_ca_topic_score_gemma":0.01343114,"domain_scores_codex":[0.9943039,0.001305224,0.002380903,0.0003638752,0.001303927,0.0003421548],"domain_scores_gemma":[0.9754632,0.01206943,0.006567763,0.0003228447,0.004878873,0.0006980178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002239176,0.00002137714,0.0007721214,0.7742868,0.0009503674,0.0004703676,0.0006220854,0.00006740052,0.0003880911,0.001969237,0.07820152,0.1420267],"study_design_scores_gemma":[0.00006388636,0.00009154504,0.002620114,0.6796734,0.002952641,0.001144288,0.0006388375,0.00002697954,0.0001395073,0.0005420642,0.3120726,0.00003418883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002685283,0.9935172,0.0000955806,0.001554296,0.002113294,0.0001572177,0.0007340082,0.00001287319,0.001547167],"genre_scores_gemma":[0.002893252,0.9912107,0.0003407793,0.002524925,0.001275779,0.0002757743,0.0006695922,0.0000111872,0.0007980621],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01665044,"threshold_uncertainty_score":0.05570126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007145490493444331,"score_gpt":0.2545458849820448,"score_spread":0.2474003944886005,"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."}}