{"id":"W4415717547","doi":"10.1016/j.arth.2025.10.077","title":"2025 ICM: Nutrition","year":2025,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001527959,0.001056488,0.001205521,0.002173576,0.001672177,0.005682029,0.000992278,0.004521389,0.6482954],"category_scores_gemma":[0.007796256,0.0003059113,0.0003718077,0.001448849,0.0009045527,0.001580868,0.003021485,0.002714867,0.4157399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002059546,"about_ca_system_score_gemma":0.005123097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001928712,"about_ca_topic_score_gemma":0.005231963,"domain_scores_codex":[0.998952,0.0001533971,0.00009829507,0.0001771861,0.0004049074,0.0002141808],"domain_scores_gemma":[0.9933648,0.0004702834,0.0003083835,0.0002105797,0.002141727,0.003504307],"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":[0.0000323953,0.00004721483,0.0001692389,0.0001592167,0.000002167262,0.00006855521,0.00001909792,0.00002067435,0.0001899855,0.002322526,0.9165256,0.08044334],"study_design_scores_gemma":[0.00001128901,0.00003605664,0.0007935837,0.0003245407,0.000001393491,0.0001191853,0.00004622869,0.00003815131,0.00008032005,0.0005862352,0.9979572,0.000005654205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007202906,0.006650348,0.0004024696,0.03236692,0.06844842,0.0001806132,0.001141676,0.0006350204,0.8894543],"genre_scores_gemma":[0.003787157,0.003434244,0.0003791143,0.006441653,0.01703638,0.00009762634,0.0006223516,0.0001512399,0.9680503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6482954,"threshold_uncertainty_score":0.5016639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600181197811576,"score_gpt":0.3095096125939119,"score_spread":0.2935078006157962,"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."}}