{"id":"W3131794766","doi":"10.2196/23989","title":"Text Messaging Intervention for Young Smokers Experiencing Homelessness: Lessons Learned From a Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Tobacco-Related Disease Research Program","keywords":"Smoking cessation; Randomized controlled trial; Intervention (counseling); Phone; Population; Medicine; Motivational interviewing; mHealth; Text messaging; Psychology; Family medicine; Psychological intervention; Nursing; Internet privacy; Environmental health","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":[0.008181752,0.001074468,0.002903613,0.0008275862,0.0006382497,0.001056832,0.001242104,0.002737995,0.005252883],"category_scores_gemma":[0.01203121,0.0004369946,0.002738646,0.0007117732,0.0008172605,0.001409313,0.0007201758,0.001830268,0.0003070766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00096788,"about_ca_system_score_gemma":0.002835699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003037512,"about_ca_topic_score_gemma":0.005223812,"domain_scores_codex":[0.9955064,0.003023549,0.0005086297,0.0002990342,0.0003331371,0.0003292644],"domain_scores_gemma":[0.9963151,0.00237064,0.0004905715,0.0001932499,0.0002911807,0.000339325],"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":[0.5959794,0.05274539,0.002269511,0.0303694,0.006567825,0.0004189798,0.001137976,0.0008451615,0.002194885,0.0005866194,0.004271524,0.3026133],"study_design_scores_gemma":[0.9068935,0.07997019,0.003741085,0.002740634,0.003254435,0.00004997953,0.0002258798,0.0004925916,0.0004135482,0.0002270876,0.001962542,0.00002848424],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.859392,0.04259674,0.004183769,0.005066797,0.003822456,0.0786036,0.001949956,0.000653615,0.00373104],"genre_scores_gemma":[0.8528763,0.02681444,0.01663134,0.003908092,0.001928748,0.09419965,0.000774423,0.0000586907,0.002808357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008181752,"threshold_uncertainty_score":0.04326975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1204763844466141,"score_gpt":0.4800394054030064,"score_spread":0.3595630209563923,"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."}}