{"id":"W327481854","doi":"10.25959/23237180","title":"Biomarkers in Osteoarthritis","year":2013,"lang":"en","type":"dissertation","venue":"UTAS Research Repository","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Osteoarthritis; WOMAC; Magnetic resonance imaging; Population; Body mass index; Anthropometry; Knee pain; Cartilage; Internal medicine; Rheumatology; Physical therapy; Pathology; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004026993,0.001249581,0.001656096,0.003228854,0.0007640156,0.004774159,0.0009356216,0.002284558,0.008974226],"category_scores_gemma":[0.008165851,0.0003572636,0.001246271,0.003738856,0.001629927,0.002125908,0.002169922,0.002415104,0.003700136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072402,"about_ca_system_score_gemma":0.002270498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001536445,"about_ca_topic_score_gemma":0.001740923,"domain_scores_codex":[0.9962546,0.001380956,0.0005012829,0.0005251567,0.001093338,0.0002446707],"domain_scores_gemma":[0.9955952,0.001553157,0.001065971,0.0002503394,0.001199336,0.0003360719],"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":[0.0006263026,0.0002140331,0.03655514,0.01163576,0.0008636622,0.000990924,0.001131547,0.000472091,0.003524441,0.06327007,0.1242267,0.7564894],"study_design_scores_gemma":[0.0001089519,0.0005716564,0.03108167,0.006313551,0.0004630492,0.0045214,0.0008669249,0.0002737243,0.001059248,0.03849022,0.9161475,0.000102226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.006442808,0.9314765,0.003705599,0.02582648,0.009142112,0.0001210643,0.001255456,0.0001158373,0.02191422],"genre_scores_gemma":[0.08952581,0.8327255,0.01419109,0.02058118,0.01651913,0.0004882637,0.002455972,0.00007259538,0.02344052],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008974226,"threshold_uncertainty_score":0.03002179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962777440683616,"score_gpt":0.3466674416748073,"score_spread":0.3170396672679712,"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."}}