{"id":"W2052822538","doi":"10.1016/s0889-857x(03)00056-5","title":"Biochemical/immunochemical biomarkers of osteoarthritis: utility for prediction of incident or progressive osteoarthritis","year":2003,"lang":"en","type":"review","venue":"Rheumatic Disease Clinics of North America","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"Shriners Hospitals for Children - Canada; McGill University","funders":"","keywords":"Osteoarthritis; Medicine; Biomarker; Disease; Bioinformatics; Joint disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001440856,0.001431699,0.003568436,0.002638385,0.0002085708,0.001074759,0.001279721,0.001157356,0.001464593],"category_scores_gemma":[0.001196808,0.0003745625,0.0006821732,0.00283259,0.0006438043,0.0008901946,0.0004839344,0.001754643,0.001387433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004485537,"about_ca_system_score_gemma":0.0009997245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002412687,"about_ca_topic_score_gemma":0.004001441,"domain_scores_codex":[0.9996544,0.00005379108,0.00005988092,0.00006094974,0.0001522521,0.00001878194],"domain_scores_gemma":[0.9989995,0.0004982004,0.0001556409,0.00002127986,0.000270481,0.0000548608],"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":[0.0002059151,0.0001369972,0.001652556,0.006965622,0.0002745274,0.0001903364,0.00002615695,0.0002522118,0.001352505,0.0005955887,0.01075592,0.9775917],"study_design_scores_gemma":[0.0003622721,0.0008355745,0.02499564,0.008936706,0.002064657,0.006630856,0.0003329646,0.0009849544,0.003156404,0.004115462,0.9474461,0.0001384811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002447973,0.9987778,0.0002376765,0.0001746923,0.0001188197,0.00000587456,0.00002826595,0.000007299951,0.0004047901],"genre_scores_gemma":[0.001670691,0.9969499,0.0005589669,0.0002122595,0.0001767957,0.00001094408,0.0000563059,0.00000119681,0.0003630333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003568436,"threshold_uncertainty_score":0.007620037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04118989152051458,"score_gpt":0.3362496594947306,"score_spread":0.295059767974216,"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."}}