{"id":"W2904044786","doi":"10.2196/11992","title":"A Brief Web-Based Nutrition Intervention for Young Adult University Students: Development and Evaluation Protocol Using the PRECEDE-PROCEED Model","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Intervention (counseling); Randomized controlled trial; Population; Medicine; Behavior change; Nutrition Education; Protocol (science); Medical education; Gerontology; Psychology; Environmental health; Alternative medicine; 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":[0.0297763,0.00280971,0.003813901,0.002606109,0.002951814,0.001774768,0.002572065,0.003209163,0.03368352],"category_scores_gemma":[0.02299275,0.002476289,0.002869568,0.001908016,0.001835431,0.002086445,0.0027158,0.004734182,0.005782231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004927799,"about_ca_system_score_gemma":0.02043979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003543248,"about_ca_topic_score_gemma":0.007294635,"domain_scores_codex":[0.9863322,0.007708299,0.002116165,0.001099879,0.001539888,0.001203538],"domain_scores_gemma":[0.9899147,0.003173613,0.001358406,0.0009798585,0.003351453,0.001222115],"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":[0.170417,0.119185,0.006846423,0.04095612,0.001222788,0.000843731,0.005769819,0.0108217,0.006420356,0.007020864,0.0545365,0.5759596],"study_design_scores_gemma":[0.5714019,0.1671418,0.04780511,0.01634081,0.001859007,0.0003157828,0.004289151,0.01206794,0.01133325,0.007991164,0.1587891,0.0006650412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00374396,0.00005364394,0.001754385,0.00008908921,0.00004705299,0.993127,0.0005356391,0.0000611549,0.0005880634],"genre_scores_gemma":[0.001314721,0.00005878621,0.003509472,0.00003606486,0.000005623643,0.9948072,0.00008320472,0.000002357109,0.000182543],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03368352,"threshold_uncertainty_score":0.157474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1551714957316377,"score_gpt":0.5110044079677232,"score_spread":0.3558329122360855,"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."}}