{"id":"W2886578598","doi":"10.1136/rmdopen-2017-000468","title":"Towards secondary prevention of early knee osteoarthritis","year":2018,"lang":"en","type":"article","venue":"RMD Open","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Osteoarthritis; Physical therapy; Disease; Physical medicine and rehabilitation; Narrative review; Window of opportunity; Aerobic exercise; Bioinformatics; Internal medicine; Intensive care medicine; Alternative 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":[0.002820767,0.0005636737,0.001164832,0.001227732,0.0002621576,0.001852942,0.0007540754,0.002163365,0.009416405],"category_scores_gemma":[0.006006209,0.0001881202,0.00153302,0.0005156103,0.0003559171,0.0009101475,0.00125021,0.002616385,0.002597966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005013274,"about_ca_system_score_gemma":0.002738612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156763,"about_ca_topic_score_gemma":0.001613103,"domain_scores_codex":[0.9982956,0.0008009715,0.0001956951,0.000186106,0.0003889656,0.0001327822],"domain_scores_gemma":[0.9968714,0.001566607,0.00045781,0.00009859999,0.0007505525,0.0002550329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006355998,0.0004364618,0.001162557,0.05552277,0.0006966386,0.0003784024,0.0002528777,0.0003529462,0.001259749,0.009858092,0.02493859,0.9045054],"study_design_scores_gemma":[0.0008544905,0.0015409,0.00772319,0.09047308,0.002298231,0.002350759,0.0005979424,0.0004799386,0.001323089,0.01400562,0.8782965,0.00005631763],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002270075,0.9711406,0.002995867,0.01225636,0.002536244,0.0001719825,0.0002178501,0.00007724102,0.008333682],"genre_scores_gemma":[0.02639386,0.9505439,0.006243838,0.009094041,0.003478521,0.0003131004,0.0003702427,0.00002497696,0.003537548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009416405,"threshold_uncertainty_score":0.031501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349937622923507,"score_gpt":0.3025392543402004,"score_spread":0.2790398781109653,"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."}}