{"id":"W4386279400","doi":"10.1139/apnm-2023-0081","title":"Development of the Canadian Eating Practices Screener to assess eating practices based on 2019 Canada's Food Guide recommendations","year":2023,"lang":"en","type":"review","venue":"Applied Physiology Nutrition and Metabolism","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Memorial University of Newfoundland; University of Calgary; University of Toronto; University of Guelph; University of British Columbia; University of Waterloo; University of Saskatchewan; Université Laval; Ministry of Health","funders":"Health Canada","keywords":"CLARITY; Best practice; Government (linguistics); Face validity; Psychology; Content validity; Healthy eating; Portion size; Medicine; Gerontology; Clinical psychology; Psychometrics; Political science; Physical activity","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.006342794,0.0007116843,0.0007454793,0.003708655,0.003415721,0.001467425,0.001825424,0.0004980559,0.006857887],"category_scores_gemma":[0.009166405,0.0006790616,0.001625684,0.002616082,0.0005559174,0.0006650802,0.001620241,0.001667684,0.001709645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02108877,"about_ca_system_score_gemma":0.07333661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9380628,"about_ca_topic_score_gemma":0.9776409,"domain_scores_codex":[0.99531,0.0005267655,0.0004993759,0.0002932523,0.002772691,0.000597892],"domain_scores_gemma":[0.9884753,0.0006032015,0.0005904975,0.0002380918,0.009292145,0.0008007627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006951709,0.001305289,0.3834641,0.001654745,0.0002578054,0.0005067255,0.009353464,0.001693436,0.003142511,0.004452517,0.1877135,0.4057607],"study_design_scores_gemma":[0.0001881145,0.0003020798,0.8792585,0.0007005851,0.00007720675,0.0001176597,0.003470951,0.002173142,0.001529534,0.0006591791,0.111345,0.0001780168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6223138,0.004364353,0.03632096,0.0104687,0.001297841,0.05513806,0.1110366,0.002137596,0.156922],"genre_scores_gemma":[0.5682693,0.005823425,0.2317563,0.004496464,0.0001523524,0.04556725,0.07095376,0.0003412488,0.07264006],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06193715,"threshold_uncertainty_score":0.1530105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1364494488851787,"score_gpt":0.3842702509464116,"score_spread":0.2478208020612329,"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."}}