{"id":"W2936001351","doi":"10.5435/jaaos-d-18-00268","title":"Shoulder Arthroplasty for a Fracture Is Not the Same as Shoulder Arthroplasty for Osteoarthritis: Implications for a Bundled Payment Model","year":2019,"lang":"en","type":"article","venue":"Journal of the American Academy of Orthopaedic Surgeons","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Medicine; Arthroplasty; Current Procedural Terminology; Osteoarthritis; Surgery; Pulmonary embolism; Orthopedic 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":[0.0275411,0.0005582263,0.001082358,0.00146312,0.001034452,0.005584325,0.002190692,0.002007914,0.004313756],"category_scores_gemma":[0.09167307,0.0005695891,0.001874604,0.003872232,0.002053438,0.004763783,0.00204635,0.003328725,0.000749229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005549464,"about_ca_system_score_gemma":0.005316503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01345331,"about_ca_topic_score_gemma":0.009367074,"domain_scores_codex":[0.9799337,0.01211732,0.001434314,0.001936776,0.003564494,0.001013453],"domain_scores_gemma":[0.9429693,0.03255448,0.01332281,0.002664715,0.005146566,0.003342117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001273711,0.0008160175,0.7894732,0.000418698,0.001036141,0.0007615396,0.002587139,0.01417198,0.0002395463,0.101494,0.03343134,0.05429664],"study_design_scores_gemma":[0.0009008603,0.0008375827,0.4005205,0.001594358,0.000973337,0.00236105,0.005004133,0.2312704,0.0001985142,0.3442821,0.01183748,0.0002199277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.675463,0.007739291,0.04497996,0.2504237,0.001823439,0.000752305,0.002714092,0.00021334,0.01589094],"genre_scores_gemma":[0.9796826,0.001918591,0.008713721,0.007577196,0.0006391354,0.0001616031,0.0008018878,0.00003603796,0.0004691832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0275411,"threshold_uncertainty_score":0.145653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03231451212533878,"score_gpt":0.3397490284433572,"score_spread":0.3074345163180184,"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."}}