{"id":"W3011663728","doi":"10.1016/j.artd.2019.12.009","title":"Trends and patient factors associated with technology-assisted total hip arthroplasty in the United States from 2005 to 2014","year":2020,"lang":"en","type":"article","venue":"Arthroplasty Today","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Total hip arthroplasty; Arthroplasty; Incidence (geometry); National database; Osteoarthritis; Database; Emergency medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007368037,0.0001070831,0.0002141455,0.001262976,0.0002256297,0.0005221302,0.0003140275,0.0002591714,0.001025271],"category_scores_gemma":[0.002945349,0.0001532546,0.0003793451,0.002226352,0.0001788654,0.0004295032,0.0002738094,0.0004079502,0.0001108336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007634385,"about_ca_system_score_gemma":0.001007273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02316834,"about_ca_topic_score_gemma":0.03197423,"domain_scores_codex":[0.9993592,0.00008324767,0.0001586072,0.0001102585,0.0002154106,0.00007335429],"domain_scores_gemma":[0.9965672,0.0003502868,0.002153919,0.0000886071,0.0006549882,0.0001849279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001842313,0.00001349335,0.9979174,0.00002999825,0.00005160549,0.00001524114,0.00002237124,0.00002971103,0.00002211732,0.00001662776,0.0003544535,0.001508536],"study_design_scores_gemma":[0.000002158339,0.00003068796,0.9990215,0.00003465027,0.00003243811,0.0001414319,0.0001198638,0.00007844265,0.00003512508,0.000008929172,0.000492543,0.000002254002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892454,0.002987624,0.000149241,0.0003239551,0.00002542249,0.00002370469,0.006050724,0.00001172786,0.00118222],"genre_scores_gemma":[0.9942222,0.001598965,0.0001599119,0.000110941,0.00002537914,0.00002565475,0.003688268,0.000002239644,0.0001665704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02316834,"threshold_uncertainty_score":0.046067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643243049567514,"score_gpt":0.2340435163697844,"score_spread":0.2176110858741093,"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."}}