{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002180489,0.0002776448,0.0005733634,0.0003915297,0.000151959,0.0001410058,0.000588081,0.00007499937,0.0000584889],"category_scores_gemma":[0.000193765,0.0001858923,0.00003921935,0.001016334,0.0002051253,0.0003855774,0.0007146437,0.0007377759,0.000123795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004835841,"about_ca_system_score_gemma":0.0003175371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001243609,"about_ca_topic_score_gemma":0.0003625538,"domain_scores_codex":[0.99505,0.0006490541,0.0003467021,0.0009521313,0.001649672,0.001352427],"domain_scores_gemma":[0.9978023,0.0002115013,0.00005130201,0.0009549661,0.0003088497,0.0006710728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01726063,0.3566949,0.535244,0.0009195617,0.00006712581,0.0002320119,0.0005447092,1.015901e-7,0.02900265,0.0005624092,0.001041809,0.05843004],"study_design_scores_gemma":[0.01264386,0.2182134,0.7523974,0.002468898,0.000008813434,0.00000289365,0.0004662699,0.00001505265,0.00557587,0.001424769,0.006449742,0.0003331216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5328003,0.000001398218,0.000001035629,0.0004418975,0.000002806873,0.4665589,0.00001031232,0.00008115058,0.0001022133],"genre_scores_gemma":[0.5036718,8.454901e-7,0.00001440931,0.00001171259,0.00006014652,0.4957135,8.725665e-7,0.00003340734,0.0004932925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2171533,"threshold_uncertainty_score":0.758047,"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."}}