{"id":"W2076201891","doi":"10.1016/j.jneb.2012.04.016","title":"Undergrad and Overweight: An Online Behavioral Weight Management Program for College Students","year":2012,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Overweight; Weight management; Body mass index; Facilitator; Weight loss; Baseline (sea); Psychology; Obesity; Physical therapy; Behavior change; Medicine; Gerontology; Social psychology; Internal medicine","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":[0.00102887,0.0006674668,0.0006426684,0.0007349139,0.003053309,0.0009564821,0.0009068482,0.0008928134,0.0103134],"category_scores_gemma":[0.001500531,0.0004759203,0.0006198472,0.0004557149,0.0003253366,0.0009904994,0.002485391,0.001831245,0.001687825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008607858,"about_ca_system_score_gemma":0.004196128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006354893,"about_ca_topic_score_gemma":0.02770851,"domain_scores_codex":[0.9995628,0.00007354598,0.00002312418,0.00005379046,0.00006691319,0.0002197928],"domain_scores_gemma":[0.9966893,0.00008839933,0.0001000935,0.00006970231,0.00008443397,0.002968141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.003918434,0.4723649,0.1153706,0.0001878113,0.00008963054,0.0005537521,0.002596187,0.0001718517,0.004930747,0.0001448882,0.01355293,0.3861183],"study_design_scores_gemma":[0.01355696,0.0837836,0.852775,0.0002484917,0.0004805769,0.0006001953,0.01646415,0.003126747,0.00491787,0.0007029531,0.02320485,0.0001386596],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995077,0.00004834005,0.0001768649,0.001061491,0.0001226791,0.001164805,0.0001368165,0.0001248894,0.002087234],"genre_scores_gemma":[0.9772225,0.000454704,0.005085607,0.00212691,0.0003472347,0.002454419,0.0005704495,0.00004311964,0.01169501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0103134,"threshold_uncertainty_score":0.03450173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07660553094414586,"score_gpt":0.5063199812294409,"score_spread":0.429714450285295,"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."}}