{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001211891,0.001313542,0.003712274,0.005740639,0.0004654266,0.002927606,0.001200056,0.0016205,0.02100918],"category_scores_gemma":[0.004309363,0.0004954502,0.002042564,0.00628401,0.0004288463,0.00223639,0.001366768,0.001693926,0.005096094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283547,"about_ca_system_score_gemma":0.005067619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002860095,"about_ca_topic_score_gemma":0.005272661,"domain_scores_codex":[0.9991375,0.0001531555,0.000240637,0.00008695619,0.0002920488,0.00008974121],"domain_scores_gemma":[0.9980014,0.0008991876,0.0004084263,0.00004641287,0.0005099618,0.0001346692],"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":[0.0001605462,0.000042854,0.0002568483,0.2514839,0.0005271987,0.0001981549,0.0001414237,0.0001476543,0.0005876603,0.001777556,0.1121457,0.6325306],"study_design_scores_gemma":[0.00004254175,0.00008987307,0.001483384,0.1089606,0.001202998,0.001071944,0.0001238165,0.00004386664,0.0001488004,0.001075418,0.8857294,0.00002728525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005170724,0.997933,0.00003278376,0.0002889386,0.0008497865,0.00001740483,0.00008411727,0.000007811303,0.0007345419],"genre_scores_gemma":[0.0003935611,0.9979372,0.00008311574,0.0003845626,0.0004253162,0.00001620565,0.0001125136,0.000003468051,0.0006440976],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02100918,"threshold_uncertainty_score":0.0702827,"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."}}