{"id":"W3033240102","doi":"10.1136/annrheumdis-2020-eular.2377","title":"SAT0605 TRENDS OF TOTAL JOINT ARTHROPLASTY AMONG PATIENTS WITH OSTEOARTHRITIS, RHEUMATOID ARTHRITIS AND ANKYLOSING SPONDYLITIS IN BRITISH COLUMBIA, CANADA, 1998-2013","year":2020,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of British Columbia; Research Canada","funders":"","keywords":"Medicine; Ankylosing spondylitis; Rheumatoid arthritis; Osteoarthritis; Arthroplasty; Population; Arthritis; Physical therapy; Joint replacement; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007563205,0.0001399469,0.0005815063,0.00004961306,0.00007572908,0.00004159411,0.00005887525,0.0000456198,0.0002109778],"category_scores_gemma":[0.0003174084,0.0001418272,0.0001393177,0.0003244798,0.0003749637,0.0001539502,0.00006317735,0.00009545503,4.309422e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001698354,"about_ca_system_score_gemma":0.0002053843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.423098,"about_ca_topic_score_gemma":0.7296395,"domain_scores_codex":[0.9982985,0.00009898716,0.0006117056,0.0002555994,0.0004940249,0.0002412002],"domain_scores_gemma":[0.999059,0.00008871046,0.0002783589,0.0002146287,0.0001282957,0.0002310389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009192916,0.0003025225,0.7279956,0.0008629813,0.00007014084,0.000008227573,0.0003918694,0.00002120571,0.00000578625,0.000004951365,0.002755393,0.2674894],"study_design_scores_gemma":[0.002561686,0.0007004085,0.9903061,0.005315396,0.00002618059,0.00000814193,0.0006466147,0.0001236437,0.0000102174,0.00005694641,0.00009359759,0.0001510462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921678,0.005222242,0.000001942085,0.001008265,0.00006005736,0.0004842069,0.0009781471,0.00001218663,0.00006509513],"genre_scores_gemma":[0.9981401,0.001425459,0.00004580684,0.0001663433,0.000007949921,0.00002254374,0.0001329495,0.00002181069,0.00003702997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3065415,"threshold_uncertainty_score":0.5807437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007373309077463129,"score_gpt":0.2009442516833971,"score_spread":0.1935709426059339,"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."}}