{"id":"W4407398772","doi":"10.1186/s12889-025-21803-7","title":"Alignment of menu items offered in Canadian long-term care homes with Canada’s food guide and the Diabetes Canada Clinical Practice Guidelines","year":2025,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"University of Toronto; Sanofi","keywords":"Medicine; Meal; Environmental health; Biostatistics; Gerontology; Public health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.005762358,0.0002585023,0.0003243635,0.002192651,0.003157843,0.001774268,0.001620203,0.0004074923,0.002902328],"category_scores_gemma":[0.01789378,0.0003164315,0.0006301164,0.004885297,0.0008864648,0.0006430461,0.001675741,0.0008498827,0.0002500644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04800325,"about_ca_system_score_gemma":0.11278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9815076,"about_ca_topic_score_gemma":0.9899167,"domain_scores_codex":[0.9924954,0.001236207,0.0006266072,0.0004689081,0.004191115,0.00098182],"domain_scores_gemma":[0.9787173,0.001268969,0.002469305,0.0004540309,0.01398422,0.003106317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004550695,0.0004143877,0.7642608,0.0008512923,0.0001093428,0.0002064208,0.008495341,0.0008997722,0.0007277247,0.001508374,0.04733655,0.1747349],"study_design_scores_gemma":[0.00003747948,0.000119363,0.9772965,0.0004390869,0.00002892439,0.00006365614,0.005098931,0.0007992988,0.0002112497,0.0001555297,0.01569725,0.00005265907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142258,0.003390894,0.004968943,0.007701402,0.0002440198,0.002237564,0.01716135,0.0003524729,0.04971749],"genre_scores_gemma":[0.9635876,0.001830891,0.02336792,0.001247438,0.00001733403,0.0008653987,0.005589376,0.00004692094,0.003447098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04800325,"threshold_uncertainty_score":0.3482895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06819877440559151,"score_gpt":0.4046241283676881,"score_spread":0.3364253539620966,"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."}}