{"id":"W2766610146","doi":"10.1016/j.jneb.2017.09.010","title":"Health Belief Model Offers Opportunities for Designing Weight Management Interventions for College Students","year":2017,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Overweight; Psychological intervention; Body mass index; Multivariate statistics; Variance (accounting); Psychology; Weight management; Regression analysis; Analysis of variance; Multivariate analysis of variance; Explained variation; Test (biology); Gerontology; Health belief model; Multivariate analysis; Social psychology; Clinical psychology; Demography; Medicine; Health promotion; Statistics; Public health; Mathematics; 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":[0.002009585,0.0003344332,0.000322007,0.000593407,0.0006082005,0.001108182,0.0005720208,0.0005921713,0.005846473],"category_scores_gemma":[0.006865797,0.0002282512,0.0006300135,0.0003986343,0.0002877043,0.001070435,0.0005366302,0.001204093,0.0004186165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008628828,"about_ca_system_score_gemma":0.001882529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003156913,"about_ca_topic_score_gemma":0.009740859,"domain_scores_codex":[0.9993556,0.0004306479,0.00002415492,0.0000506959,0.00009114259,0.00004772678],"domain_scores_gemma":[0.9963639,0.002962349,0.0001679653,0.0001403151,0.0002141101,0.0001513139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006139369,0.01799158,0.169925,0.000815761,0.0004637731,0.0002075501,0.01000261,0.01537333,0.002732774,0.07694265,0.01049447,0.6944366],"study_design_scores_gemma":[0.002083166,0.01164294,0.1905953,0.00297661,0.002377531,0.0006009772,0.04351091,0.3730076,0.00757138,0.3279525,0.03736134,0.0003197763],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.764464,0.0005527009,0.1801815,0.01000743,0.0002588393,0.00138458,0.0008553411,0.0004891593,0.04180652],"genre_scores_gemma":[0.9002108,0.0003318438,0.09563286,0.0006058544,0.00001822235,0.0009783037,0.0001887132,0.00001119153,0.002022148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005846473,"threshold_uncertainty_score":0.01955837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.329920791434025,"score_gpt":0.5580519679155621,"score_spread":0.2281311764815371,"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."}}