{"id":"W3049284228","doi":"10.1142/s0218957720300033","title":"MOLECULAR BIOLOGY AND BIOMECHANICS OF OSTEOPHYTE FORMATION IN ELBOW OSTEOARTHRITIS: A REVIEW","year":2020,"lang":"en","type":"review","venue":"Journal of Musculoskeletal Research","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Biomechanics; Osteoarthritis; Elbow; Expansive; Ligament; Medicine; Anatomy; Pathology; Materials science","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":[0.001998822,0.000344434,0.003019242,0.001203376,0.00003540692,0.00001687456,0.000241152,0.0003677895,0.00004710693],"category_scores_gemma":[0.0009285394,0.0002493637,0.0008637846,0.001183635,0.0001301936,0.0001653523,0.0001845969,0.001314268,0.00002221297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001916672,"about_ca_system_score_gemma":0.0005714613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003862648,"about_ca_topic_score_gemma":0.000005910119,"domain_scores_codex":[0.9959306,0.0008597533,0.001638876,0.000294996,0.000836979,0.0004387726],"domain_scores_gemma":[0.9977304,0.0002660835,0.0007930464,0.0003022813,0.0005859442,0.000322258],"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":[0.00005706926,0.00008919101,9.635e-7,0.07470728,0.00008488053,0.000960342,0.00002358228,3.607077e-9,0.0009665472,0.0003422583,0.00006629509,0.9227016],"study_design_scores_gemma":[0.00317367,0.01649483,9.49949e-7,0.2405219,0.001055826,0.003329237,0.00005639121,0.000001972533,0.0004736466,0.0006674028,0.7339754,0.0002487154],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001000866,0.9963845,0.00002993809,0.0003724897,0.0001245063,0.00178044,0.00003417238,0.000006071129,0.0002670143],"genre_scores_gemma":[0.0005686207,0.9985268,0.0005157417,0.00003769287,0.0001423611,0.00008282554,0.00005499659,0.00004942465,0.00002157395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9224529,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06110544191721029,"score_gpt":0.4441187691873734,"score_spread":0.3830133272701631,"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."}}