{"id":"W2615076621","doi":"10.2196/mhealth.6638","title":"Effect of a Counseling Session Bolstered by Text Messaging on Self-Selected Health Behaviors in College Students: A Preliminary Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Randomized controlled trial; Text messaging; Psychology; College health; Medical education; Applied psychology; Clinical psychology; Multimedia; Medicine; Computer science; Family medicine; Internet privacy; World Wide Web","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":[0.004241932,0.002267907,0.003803157,0.001164274,0.001561619,0.001664545,0.002053251,0.003913418,0.01304957],"category_scores_gemma":[0.006707195,0.001098371,0.002918216,0.0009141772,0.001905116,0.001756237,0.001061421,0.003840528,0.00133352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001557808,"about_ca_system_score_gemma":0.003279467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003849853,"about_ca_topic_score_gemma":0.005915293,"domain_scores_codex":[0.9970267,0.001638803,0.0003098237,0.0004547507,0.0002114929,0.000358464],"domain_scores_gemma":[0.9950806,0.002223054,0.0008065476,0.0003460649,0.0004025447,0.001141322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9417665,0.04111076,0.0003207066,0.001365549,0.0008737961,0.0000382357,0.000151996,0.0001573181,0.0008949553,0.00007867821,0.0004711336,0.01277036],"study_design_scores_gemma":[0.8924336,0.1054307,0.0009368454,0.00008429204,0.0003559177,0.000005872488,0.00004753349,0.000212527,0.0001558107,0.00007274971,0.0002537915,0.00001036912],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9249278,0.002819307,0.001340765,0.001293174,0.001594083,0.06359135,0.001301144,0.0005299813,0.002602311],"genre_scores_gemma":[0.9049672,0.002279183,0.006968368,0.001500396,0.001033373,0.07899168,0.0006472009,0.00004239934,0.003570042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01304957,"threshold_uncertainty_score":0.04365516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624175133939378,"score_gpt":0.4666023274892586,"score_spread":0.4403605761498648,"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."}}