{"id":"W2765466053","doi":"10.1016/j.joca.2017.10.008","title":"Osteoarthritis year in review 2017: biology","year":2017,"lang":"en","type":"review","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Osteoarthritis; Synovitis; Articular cartilage; Bioinformatics; Medicine; Viscosupplementation; Cartilage; Biology; Pathology; Arthritis; Internal medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004917844,0.0008781964,0.00443211,0.0003599868,0.0002160286,0.0001115388,0.0002861965,0.0007829541,0.0003229584],"category_scores_gemma":[0.0001689268,0.0007784471,0.0008150716,0.0002096434,0.0002902245,0.0001902484,0.0002352764,0.0007205138,0.0005346235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000951523,"about_ca_system_score_gemma":0.0003434487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009779266,"about_ca_topic_score_gemma":0.0002272138,"domain_scores_codex":[0.9963482,0.0002557514,0.001150528,0.001125702,0.0002824549,0.0008373888],"domain_scores_gemma":[0.9975882,0.00006848168,0.0005181929,0.001314865,0.00008500794,0.0004252406],"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":[0.00001756233,0.00005730856,0.00002328786,0.01792008,0.000009981383,0.001282221,0.0000185578,5.085417e-10,0.00005725415,0.0003524231,0.0006056492,0.9796557],"study_design_scores_gemma":[0.002961211,0.001868238,0.000001369941,0.1813736,0.000847729,0.001631708,0.00001294024,9.81901e-9,0.00002887584,0.00006229939,0.8106834,0.0005285709],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000301862,0.9785169,2.428081e-7,0.000111402,0.0005936228,0.003136913,0.0003606052,0.00008912895,0.01688926],"genre_scores_gemma":[0.0001816338,0.9944395,0.00009336413,0.0002664751,0.000363777,0.0007695738,0.0007913853,0.000134565,0.002959738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9791271,"threshold_uncertainty_score":0.9994667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0563992127959089,"score_gpt":0.3509601088635738,"score_spread":0.2945608960676649,"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."}}