{"id":"W4386997046","doi":"10.3390/nu15194118","title":"Factors That Predict Food Skills in Canadian Gym Members: A National Cross-Sectional Survey","year":2023,"lang":"en","type":"article","venue":"Nutrients","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Meal; Cross-sectional study; Medicine; Environmental health; National Health and Nutrition Examination Survey; Food group; Psychology; Gerontology; Population","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005457162,0.0003006123,0.0002897572,0.0007521517,0.001363494,0.0005776412,0.0007553023,0.0003808636,0.002582449],"category_scores_gemma":[0.001593399,0.0003126221,0.0004017337,0.001542288,0.0003417061,0.0002461258,0.0005299319,0.0005720107,0.0003321413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005910609,"about_ca_system_score_gemma":0.006875731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9724429,"about_ca_topic_score_gemma":0.9826286,"domain_scores_codex":[0.9994633,0.00002954258,0.00002652509,0.00006609991,0.0002531741,0.0001613946],"domain_scores_gemma":[0.9991146,0.00005847446,0.0001977305,0.00002918117,0.0002857104,0.0003142934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002068784,0.00003684709,0.996659,0.00001905063,0.00001880771,0.00003701856,0.0003459305,0.00002762801,0.0001425777,0.00001497506,0.0006220943,0.002055382],"study_design_scores_gemma":[0.00000120041,0.000009132181,0.999415,0.000004991245,0.000003040261,0.00001346405,0.0002690169,0.00006089616,0.000008769227,0.00000200122,0.0002104544,0.000002136151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963906,0.0001627411,0.00004667405,0.0001557727,0.00000783307,0.00002748241,0.001721905,0.000006082329,0.00148077],"genre_scores_gemma":[0.997767,0.0002212446,0.0001401193,0.00007085186,0.00000422938,0.00001666003,0.00119113,0.000002429572,0.0005863807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02755713,"threshold_uncertainty_score":0.05543882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06452893182830409,"score_gpt":0.327792325160746,"score_spread":0.2632633933324419,"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."}}