{"id":"W2814805348","doi":"10.1016/j.jneb.2018.04.125","title":"Examination of Usefulness of a Meal Pattern Requirements Knowledge Assessment Tool","year":2018,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"U.S. Department of Agriculture","keywords":"McNemar's test; Meal; Test (biology); Medicine; Nutrition Education; Intervention (counseling); Meal preparation; Family medicine; Psychology; Gerontology; Environmental health; Medical education; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0151815,0.000480022,0.000547746,0.002632297,0.0004070084,0.001088031,0.0007296803,0.0007884504,0.001798514],"category_scores_gemma":[0.07285578,0.0004092974,0.001186893,0.001160571,0.00034906,0.001322118,0.001038181,0.0008605804,0.0004584942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005620265,"about_ca_system_score_gemma":0.001047747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002299172,"about_ca_topic_score_gemma":0.003207687,"domain_scores_codex":[0.9905813,0.003805829,0.001665523,0.0005334711,0.003066305,0.0003475176],"domain_scores_gemma":[0.8857477,0.0934848,0.006987511,0.002480067,0.009812769,0.001487247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001803219,0.003174821,0.8893654,0.000331289,0.0002589742,0.0002443375,0.003912941,0.000402558,0.001976351,0.0001178901,0.0009579234,0.09745436],"study_design_scores_gemma":[0.0002359665,0.007895162,0.9754177,0.0002989495,0.0004988145,0.0005705092,0.003075534,0.005555886,0.003298728,0.0001364411,0.002949312,0.00006699038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9955721,0.000162365,0.001045228,0.0002306401,0.00004189497,0.00025637,0.000310584,0.00005351218,0.00232733],"genre_scores_gemma":[0.9940184,0.0002040766,0.004197286,0.0001074797,0.00002958591,0.0002548178,0.0003165047,0.00001581996,0.0008559944],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0151815,"threshold_uncertainty_score":0.08028841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2223897613806376,"score_gpt":0.5144999355014558,"score_spread":0.2921101741208182,"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."}}