{"id":"W2028091420","doi":"10.1007/s11926-001-0057-7","title":"Quantitative imaging of the structural changes of osteoarthritis: An exciting challenge for the new millennium","year":2001,"lang":"en","type":"article","venue":"Current Rheumatology Reports","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Osteoarthritis; Clinical trial; Cartilage damage; Disease; Cartilage; Intensive care medicine; Psychological intervention; Physical medicine and rehabilitation; Physical therapy; Medical physics; Articular cartilage; Internal medicine; Pathology; Alternative medicine","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":[0.000218807,0.0001896755,0.0004979061,0.00007123203,0.0001509875,0.000006868861,0.0001098326,0.00006559491,0.00004030792],"category_scores_gemma":[0.0002062192,0.0001138902,0.00017348,0.0001195425,0.0002275521,0.00007466551,0.0000612362,0.0001383429,7.184436e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001797166,"about_ca_system_score_gemma":0.0001321421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000046015,"about_ca_topic_score_gemma":0.0002298953,"domain_scores_codex":[0.9986089,0.00005772242,0.0005407156,0.0002981264,0.0001976577,0.000296917],"domain_scores_gemma":[0.9984301,0.0001763392,0.0006295383,0.000487391,0.0001921747,0.00008439693],"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":[0.0006973897,0.0003031747,0.2868024,0.0006476658,0.0002053953,0.0001914027,0.006144541,0.000004350632,0.006126796,0.01071071,0.001233862,0.6869323],"study_design_scores_gemma":[0.07798336,0.04196559,0.1446982,0.03269176,0.006931425,0.1934157,0.06967255,0.004350302,0.2364886,0.06686413,0.1200836,0.004854803],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388478,0.05595857,0.0001926049,0.001796378,0.00191184,0.00112123,0.00001791613,0.00003484489,0.0001187811],"genre_scores_gemma":[0.9975491,0.001793616,0.0003895669,0.0000204481,0.00005673965,0.00007061627,0.00004122774,0.00002332978,0.00005537335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6820775,"threshold_uncertainty_score":0.4644307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03531660128900629,"score_gpt":0.3224659248138818,"score_spread":0.2871493235248754,"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."}}