{"id":"W3120500530","doi":"10.1016/j.joca.2020.12.009","title":"Osteoarthritis year in review 2020: mechanics","year":2021,"lang":"en","type":"review","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Osteoarthritis; Medicine; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004652512,0.0009546828,0.004696779,0.0002590996,0.0001173487,0.0001101785,0.0001744895,0.0007138163,0.0009000413],"category_scores_gemma":[0.0001425118,0.0009132311,0.001015929,0.0008023239,0.0000794736,0.0001654018,0.0002459261,0.0008421158,0.0003098152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147051,"about_ca_system_score_gemma":0.0004903057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003723294,"about_ca_topic_score_gemma":0.0001747718,"domain_scores_codex":[0.9956438,0.0003389691,0.001353506,0.001258596,0.0005605229,0.0008446152],"domain_scores_gemma":[0.9980087,0.00008362425,0.0003259794,0.0009509517,0.0001335354,0.0004972364],"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":[0.00001123627,0.00009439931,0.000002865676,0.0244343,0.00001339651,0.004483487,0.00002719128,4.99236e-9,0.00007391722,0.0006439702,0.0009542287,0.969261],"study_design_scores_gemma":[0.002527492,0.001312802,1.380448e-7,0.2556355,0.00120652,0.00308074,0.00005701614,4.964594e-8,0.00006835625,0.00003368343,0.7355016,0.0005760073],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002236099,0.9923726,0.000001010704,0.0001201473,0.000538788,0.002996517,0.00027144,0.0001071512,0.003368712],"genre_scores_gemma":[0.00005984017,0.9950569,0.0001918091,0.000515766,0.0003200021,0.0007585181,0.001067634,0.000192102,0.001837388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.968685,"threshold_uncertainty_score":0.9993318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965332249401175,"score_gpt":0.2888771639940747,"score_spread":0.269223841500063,"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."}}