{"id":"W1534995484","doi":"10.1186/ar1361","title":"Imaging and osteoarthritis","year":2004,"lang":"en","type":"article","venue":"Arthritis Research","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Arthritis Network; School of Medicine, University of California, San Diego; Menzies Institute for Medical Research; National Cancer Institute; Arthritis Society; University of North Carolina at Chapel Hill; Genentech; National Institutes of Health; Biogen; Lupus Research Institute; Pfizer; Natural Sciences and Engineering Research Council of Canada; Dutch Arthritis Association; Oesterreichische Nationalbank; Deutsche Forschungsgemeinschaft; Nuffield Foundation; Physiotherapy Foundation of Canada; Canadian Institutes of Health Research; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Lupus Research Alliance; Wellcome Trust; Newcastle University; National Institute of Allergy and Infectious Diseases; Howard Hughes Medical Institute; Austrian Science Fund; Arthritis Foundation","keywords":"Cartilage; Medicine; Osteoarthritis; Magnetic resonance imaging; Knee pain; Knee Joint; Knee replacement; Radiography; Surgery; Radiology; Anatomy; Pathology; Orthopedic surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004508009,0.0001461816,0.0002470616,0.0002816487,0.0003316173,0.0000977134,0.00006642754,0.00006941306,0.0002015679],"category_scores_gemma":[0.0001288496,0.000145892,0.00006369847,0.0003135281,0.0003249726,0.0002091338,0.0001181004,0.0003677676,0.0004270005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008569911,"about_ca_system_score_gemma":0.0001527925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009781178,"about_ca_topic_score_gemma":0.0001690062,"domain_scores_codex":[0.9980577,0.00006279733,0.0002022271,0.0004200672,0.0005978212,0.0006593812],"domain_scores_gemma":[0.9990298,0.00005986488,0.00001781843,0.0003113175,0.0002133355,0.0003678194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001065021,0.0001474946,0.004682667,0.00002412828,0.00001034395,0.00224275,0.0003519829,2.314e-7,0.02880355,0.01342196,0.0002855116,0.9499229],"study_design_scores_gemma":[0.1454831,0.03230477,0.03936596,0.007981621,0.0001129722,0.03075441,0.007912305,0.00002962251,0.3423424,0.1534905,0.2380836,0.002138657],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513047,0.02076301,0.00003445834,0.003857884,0.000132064,0.0007413325,0.00001284661,0.0001362593,0.0230175],"genre_scores_gemma":[0.9939137,0.002767984,0.001843071,0.0002479617,0.000189497,0.00009753771,0.0000262625,0.00003786818,0.0008761439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9477842,"threshold_uncertainty_score":0.5949305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03224477575607829,"score_gpt":0.3370180520660542,"score_spread":0.3047732763099759,"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."}}