{"id":"W4387440188","doi":"10.1017/s0714980823000582","title":"COMmunity-Based Nutrition RISK Screening in Older Adults Living Independently (COMRISK): Feasibility, Acceptability, and Appropriateness of Community Partnership Models in Alberta, Canada","year":2023,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"Alberta Health Services","keywords":"General partnership; Referral; Medicine; Community health; Malnutrition; Family medicine; Gerontology; Nursing; Environmental health; Public health; Business","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":[0.004574591,0.000286097,0.0003328241,0.0005802004,0.00444534,0.001338911,0.001212036,0.0003685313,0.001180204],"category_scores_gemma":[0.006149576,0.0003091134,0.0002855944,0.0008983861,0.0008539517,0.0005573481,0.002038301,0.0006050193,0.0001021539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02349871,"about_ca_system_score_gemma":0.06525227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9699374,"about_ca_topic_score_gemma":0.9902075,"domain_scores_codex":[0.996847,0.0009800065,0.0001023182,0.0001779169,0.001007668,0.0008850286],"domain_scores_gemma":[0.995517,0.0005583169,0.0003323063,0.000112837,0.001574444,0.001905153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001438908,0.005961198,0.7910146,0.0003461699,0.00007485718,0.0011411,0.03289703,0.0007970379,0.00220234,0.001267327,0.003167496,0.1596919],"study_design_scores_gemma":[0.000413045,0.003318385,0.9122575,0.0003066327,0.00009101578,0.0003109886,0.07131525,0.003341849,0.0007763028,0.0003734794,0.007424568,0.00007092062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954115,0.0002523955,0.0002950614,0.0004470902,0.000009880997,0.0005915521,0.00008693914,0.00001249087,0.00289326],"genre_scores_gemma":[0.9970306,0.0003431112,0.001331572,0.0001883509,0.000005135516,0.0001849227,0.00009502468,0.000003992171,0.0008173021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03006256,"threshold_uncertainty_score":0.1704959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04882690663191925,"score_gpt":0.288192701131952,"score_spread":0.2393657945000328,"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."}}