{"id":"W4386836456","doi":"10.1016/j.jand.2023.08.113","title":"The Role of a Registered Dietitian Nutritionist in Improving Weight Loss Prior to Elective Total Joint Arthroplasty in Overweight or Obese Adults Among Participants in MODIFY, a Pre-surgical Optimization Program","year":2023,"lang":"en","type":"article","venue":"Journal of the Academy of Nutrition and Dietetics","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Bone and Joint Health Institute","funders":"","keywords":"Nutritionist; Overweight; Medicine; Joint arthroplasty; Weight loss; Physical therapy; Total knee arthroplasty; Body weight; Arthroplasty; Gerontology; Obesity; Surgery; Internal medicine","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":[0.0009609982,0.0001895816,0.0002937792,0.0002987771,0.0007358087,0.000442489,0.000422154,0.0005947227,0.00160201],"category_scores_gemma":[0.004495317,0.0002164633,0.0003345799,0.0001801467,0.000137343,0.000373518,0.000385561,0.0006651541,0.0001459335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004576375,"about_ca_system_score_gemma":0.002042192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01416499,"about_ca_topic_score_gemma":0.04679323,"domain_scores_codex":[0.9996358,0.0001513915,0.00003304821,0.00003151363,0.0000783343,0.00006997368],"domain_scores_gemma":[0.9986538,0.0004269323,0.0002260337,0.00002538997,0.0001207426,0.0005470631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007222074,0.0250041,0.6897545,0.0004400891,0.0003533009,0.0002203103,0.001291438,0.0003162624,0.001205065,0.00007683576,0.002460498,0.2716555],"study_design_scores_gemma":[0.0008954255,0.005750275,0.9891397,0.0002377616,0.000292965,0.0001205655,0.001375738,0.0007189994,0.0002128187,0.00004150269,0.001199143,0.00001513887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949642,0.0009793415,0.00006580452,0.001340923,0.00007169369,0.0000961997,0.00004940964,0.00001095045,0.002421502],"genre_scores_gemma":[0.9961766,0.001173835,0.0009689426,0.0005628464,0.00007751041,0.00009330657,0.00007427904,0.000003683914,0.0008689414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01416499,"threshold_uncertainty_score":0.02816504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04697885008766521,"score_gpt":0.3790762212782169,"score_spread":0.3320973711905517,"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."}}