{"id":"W2166983998","doi":"10.1186/ar1932","title":"Most recent developments in strategies to reduce the progression of structural changes in osteoarthritis: today and tomorrow.","year":2006,"lang":"en","type":"review","venue":"Arthritis Research & Therapy","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Osteoarthritis; Medicine; Intensive care medicine; Disease; Clinical trial; Rheumatology; Bioinformatics; Identification (biology); Alternative medicine; Internal medicine; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001250412,0.0004983562,0.001563745,0.0009124755,0.000160055,0.0001298305,0.0003116834,0.0003375451,0.00008140007],"category_scores_gemma":[0.0001168833,0.0003377108,0.00008539537,0.001846475,0.0002833262,0.000156722,0.0001947117,0.0008716618,0.00001468992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001899838,"about_ca_system_score_gemma":0.001087112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000222707,"about_ca_topic_score_gemma":0.006999997,"domain_scores_codex":[0.9957135,0.0007796504,0.0008336802,0.0007343687,0.0009996017,0.0009391684],"domain_scores_gemma":[0.9985233,0.0002512095,0.0001630159,0.000519815,0.0003388723,0.0002038046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002226402,0.0001241138,0.0001182823,0.000717324,0.00002565766,0.0003366056,0.000638313,1.000384e-7,0.0003139024,0.0002431299,0.0001593807,0.9971005],"study_design_scores_gemma":[0.005538946,0.005347951,0.0005326434,0.04653121,0.0000182075,0.0002701058,0.0007997162,3.511771e-7,0.001319046,0.0003041603,0.9389281,0.0004096048],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02587786,0.9661115,2.157896e-7,0.0006635516,0.0001532876,0.006049571,0.00006454724,0.0000272497,0.001052164],"genre_scores_gemma":[0.007465176,0.9897436,0.0004218969,0.00005300085,0.0001310501,0.001554751,0.0002611431,0.00007980426,0.0002896054],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9966909,"threshold_uncertainty_score":0.9999075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08424576769928382,"score_gpt":0.416313962871701,"score_spread":0.3320681951724172,"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."}}