{"id":"W4220656581","doi":"10.2196/31040","title":"Comparing Reminders Sent via SMS Text Messaging and Email for Improving Adherence to an Electronic Health Program: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"eHealth; Randomized controlled trial; Text messaging; Medicine; Short Message Service; Smoking cessation; Psychological intervention; mHealth; Text message; Electronic mail; Behavior change; World Wide Web; Computer science; Health care; Internal medicine; Nursing","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":[0.008109456,0.002377559,0.007249618,0.001671076,0.0009458379,0.001870458,0.001826696,0.005429026,0.01078553],"category_scores_gemma":[0.01314268,0.001585602,0.004790823,0.001243519,0.002108774,0.002130743,0.001156359,0.003807409,0.001064574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486106,"about_ca_system_score_gemma":0.002875802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002008431,"about_ca_topic_score_gemma":0.002637044,"domain_scores_codex":[0.9911963,0.00532358,0.001138276,0.00109245,0.0006946515,0.0005548127],"domain_scores_gemma":[0.9939947,0.00336227,0.001175553,0.0004099187,0.0004060596,0.0006515431],"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":[0.9841295,0.005109235,0.0002147106,0.001733385,0.001937674,0.00001565218,0.00004289972,0.0001309119,0.000294507,0.00009030241,0.0002188223,0.006082301],"study_design_scores_gemma":[0.9800727,0.01823781,0.0003252869,0.00009162012,0.0007823129,0.000005415404,0.00001003776,0.0001798774,0.0000875562,0.00007598721,0.0001242197,0.000007290525],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8968162,0.01601247,0.004524031,0.001651948,0.005860447,0.06849434,0.001822505,0.0007104605,0.004107644],"genre_scores_gemma":[0.8881339,0.005323761,0.01041744,0.002051402,0.002589638,0.08698249,0.000699516,0.00005619726,0.003745623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01078553,"threshold_uncertainty_score":0.04288739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07645179441290131,"score_gpt":0.4661965263415055,"score_spread":0.3897447319286041,"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."}}