{"id":"W3207435209","doi":"10.2196/25618","title":"Mobile Text Messaging for Tobacco Risk Communication Among Young Adult Community College Students: Randomized Trial of Project Debunk","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Text messaging; Randomized controlled trial; Risk communication; Tobacco use; Medicine; Psychology; Young adult; Gerontology; Internet privacy; Environmental health; Computer science; Population","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":[0.003297816,0.001631239,0.00244011,0.0007382396,0.0008742444,0.001285766,0.001204955,0.003207858,0.01532944],"category_scores_gemma":[0.006192761,0.0008968367,0.002126317,0.0004521848,0.001480977,0.001607066,0.001074319,0.003549771,0.001444579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008969001,"about_ca_system_score_gemma":0.002012067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001964175,"about_ca_topic_score_gemma":0.002606261,"domain_scores_codex":[0.9977016,0.001413548,0.000158188,0.0003287312,0.000128764,0.0002691565],"domain_scores_gemma":[0.997242,0.0009996149,0.0006428391,0.0002291512,0.0001882877,0.0006981866],"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":[0.96113,0.02257363,0.0005420594,0.0008847341,0.0006772283,0.00002817899,0.0001280995,0.0001561541,0.0006451425,0.0001480927,0.0005979167,0.01248872],"study_design_scores_gemma":[0.9394746,0.05825477,0.0008391459,0.00007759631,0.0003419518,0.000009435504,0.00004912947,0.0003011526,0.0001526196,0.0001962306,0.0002929379,0.00001045064],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645694,0.001866323,0.0009062659,0.001355849,0.001195805,0.0265955,0.0008523317,0.0002278847,0.002430568],"genre_scores_gemma":[0.9438179,0.001284679,0.004141026,0.001455149,0.0008569252,0.04410926,0.0003977822,0.0000255898,0.003911648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01532944,"threshold_uncertainty_score":0.05128211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0513621918202978,"score_gpt":0.4185899991815438,"score_spread":0.3672278073612459,"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."}}