{"id":"W2288148321","doi":"10.3899/jrheum.150238","title":"Recent Orthopedic Surgeries Aiming to Improve Quality of Life for Patients with Rheumatoid Arthritis","year":2016,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tokyo Women's Medical University","keywords":"Medicine; Orthopedic surgery; Subspecialty; Rheumatoid arthritis; Rheumatology; Internal medicine; Physical therapy; Total joint replacement; Family medicine; General surgery; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001144164,0.0007117406,0.0009373329,0.0006601051,0.001735642,0.001596629,0.001137394,0.01155974,0.004160728],"category_scores_gemma":[0.01264775,0.0003706971,0.0005686542,0.0007878172,0.0008709373,0.002086902,0.0005094782,0.01177565,0.002692258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001590063,"about_ca_system_score_gemma":0.0009540011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001274947,"about_ca_topic_score_gemma":0.002319226,"domain_scores_codex":[0.9985341,0.0005342134,0.000237151,0.0001727876,0.000340073,0.0001817447],"domain_scores_gemma":[0.9959394,0.0017146,0.0004941627,0.00007991873,0.001133468,0.0006385001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001277878,0.0001075147,0.008165748,0.0002592064,0.00005738875,0.02304375,0.0004478578,0.0001058409,0.0004639386,0.001274331,0.9412883,0.02465827],"study_design_scores_gemma":[0.0003977208,0.0004111406,0.01738606,0.001815425,0.0002311479,0.1236204,0.002448354,0.002214261,0.001109562,0.005797201,0.8443805,0.0001881734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003352892,0.005169612,0.0001543409,0.9613581,0.02753748,0.00001471927,0.00007115083,0.00003589202,0.002305887],"genre_scores_gemma":[0.04565914,0.0105339,0.0004999621,0.7317383,0.2040089,0.00004724259,0.0001112735,0.00003454769,0.007366647],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01155974,"threshold_uncertainty_score":0.01391906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737972817882581,"score_gpt":0.2695124499639444,"score_spread":0.2521327217851186,"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."}}