{"id":"W4413934395","doi":"10.2196/66411","title":"Pilot Study of a Mobile, Virtual Reality–Based Digital Therapeutic for Smoking Cessation: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Randomized controlled trial; Smoking cessation; Medicine; mHealth; Computer science; Psychological intervention; World Wide Web; Nursing; Surgery","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":[0.009093815,0.00188096,0.005040606,0.0009608421,0.00112212,0.001745979,0.001568421,0.002907289,0.01505155],"category_scores_gemma":[0.009730184,0.001110144,0.002766174,0.00111485,0.001882729,0.001869562,0.001042642,0.002519379,0.001719024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186218,"about_ca_system_score_gemma":0.002977411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001392315,"about_ca_topic_score_gemma":0.002145611,"domain_scores_codex":[0.9939109,0.003861098,0.0005675587,0.0007853327,0.0004192837,0.0004557836],"domain_scores_gemma":[0.9940832,0.002471085,0.001069602,0.0005107299,0.0007797898,0.001085597],"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":[0.9668614,0.01492362,0.0004524352,0.00243182,0.001408836,0.00004383285,0.0001068374,0.0001311721,0.0009046132,0.0001692137,0.0005746193,0.01199158],"study_design_scores_gemma":[0.9483259,0.04979842,0.000621228,0.00008377378,0.0004383966,0.000008578482,0.00002692628,0.0001317847,0.00008277188,0.00007434867,0.0003996385,0.000008336266],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6926008,0.01070569,0.005679975,0.001594152,0.003359662,0.2768909,0.003170615,0.0005476162,0.005450771],"genre_scores_gemma":[0.6833531,0.004105454,0.01678786,0.002070801,0.001384434,0.2875081,0.001162267,0.00005140922,0.003576473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01505155,"threshold_uncertainty_score":0.05035245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07886115314702431,"score_gpt":0.4157349016311727,"score_spread":0.3368737484841484,"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."}}