{"id":"W2291045516","doi":"10.2196/resprot.4855","title":"An Electronic Wellness Program to Improve Diet and Exercise in College Students: A Pilot Study","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources","keywords":"Gerontology; Psychology; Medical education; Medicine; Clinical psychology; Applied psychology","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":[0.00165444,0.0007140732,0.000628568,0.0006217586,0.0007541548,0.0004897595,0.0005922347,0.0007548997,0.00322978],"category_scores_gemma":[0.001875897,0.0004046847,0.0007617562,0.0004097559,0.0004189694,0.0005114665,0.0006773679,0.00121719,0.0004471912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003171736,"about_ca_system_score_gemma":0.001299734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003517195,"about_ca_topic_score_gemma":0.004280736,"domain_scores_codex":[0.9993118,0.0002498483,0.00005238818,0.00007526924,0.00009088706,0.0002197753],"domain_scores_gemma":[0.998605,0.0002583017,0.00009622318,0.0001319025,0.0001426093,0.0007660728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02292421,0.6753745,0.06661081,0.0005070508,0.0003460633,0.0004687164,0.001750341,0.0004546709,0.01161825,0.0000790184,0.0009519702,0.2189143],"study_design_scores_gemma":[0.02900149,0.5771985,0.3840839,0.0001190933,0.0004059255,0.0002212256,0.001547797,0.001305167,0.003305529,0.00007823851,0.002691742,0.0000414368],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9977891,0.00003679317,0.0001628371,0.00007366903,0.0000213582,0.001488345,0.00006991645,0.000023225,0.0003346533],"genre_scores_gemma":[0.9919088,0.0002472396,0.002882612,0.0003434422,0.00007345807,0.003104411,0.0003139031,0.000009549209,0.00111656],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.003517195,"threshold_uncertainty_score":0.01080465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09197913631962322,"score_gpt":0.5150618530031167,"score_spread":0.4230827166834935,"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."}}