{"id":"W3169592089","doi":"10.2196/30947","title":"mHealth Messaging to Motivate Quitline Use and Quitting: Protocol for a Community-Based Randomized Controlled Trial in Rural Vietnam","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Fogarty International Center","keywords":"Quitline; Text messaging; mHealth; Hotline; Randomized controlled trial; Smoking cessation; Text message; Protocol (science); Short Message Service; Medicine; Medical education; Intervention (counseling); Psychology; Computer science; World Wide Web; Nursing; Psychological intervention; Alternative medicine; Telecommunications","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":[0.02660132,0.005936259,0.01160383,0.002401466,0.004211458,0.003546377,0.003349508,0.006771977,0.06825099],"category_scores_gemma":[0.01867482,0.003363498,0.004713492,0.002917522,0.003525927,0.003604341,0.00217778,0.008378084,0.008273522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005100943,"about_ca_system_score_gemma":0.01639029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004423621,"about_ca_topic_score_gemma":0.008172122,"domain_scores_codex":[0.9856409,0.007764873,0.001752145,0.001505668,0.001363396,0.001973016],"domain_scores_gemma":[0.991605,0.001984436,0.00174689,0.0009185485,0.002151775,0.001593311],"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":[0.8605468,0.04104469,0.0008876351,0.02648986,0.002647353,0.0002970966,0.0008442507,0.001950225,0.002673405,0.002590494,0.01606396,0.04396429],"study_design_scores_gemma":[0.9516314,0.0283686,0.001571403,0.002229742,0.0007833585,0.00003272368,0.0001659279,0.001221983,0.0005557002,0.001078878,0.01227201,0.00008839946],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001739878,0.0001300242,0.0006192346,0.00008954636,0.000157862,0.9965233,0.0003890065,0.00005572906,0.0002954403],"genre_scores_gemma":[0.001530892,0.00007219233,0.0009182112,0.00007822052,0.00002271994,0.9971117,0.00004695678,0.000002448865,0.0002166542],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06825099,"threshold_uncertainty_score":0.2283223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4008025337231265,"score_gpt":0.6459452975916351,"score_spread":0.2451427638685086,"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."}}