{"id":"W4399372756","doi":"10.2196/59496","title":"Feasibility and Preliminary Effects of a Social Media–Based Peer-Group Mobile Messaging Smoking Cessation Intervention Among Chinese Immigrants who Smoke: Pilot Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities","keywords":"Randomized controlled trial; Medicine; Smoking cessation; Nicotine replacement therapy; Intervention (counseling); Focus group; Immigration; Peer support; Population; Family medicine; Physical therapy; Nursing; 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":[0.006792463,0.002127853,0.003014123,0.0007135906,0.001360211,0.001178102,0.001739421,0.003091997,0.009773879],"category_scores_gemma":[0.007475049,0.001129341,0.003198855,0.0005778081,0.001791901,0.001887759,0.001261839,0.00240933,0.001032684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001619185,"about_ca_system_score_gemma":0.004671681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003666743,"about_ca_topic_score_gemma":0.006086161,"domain_scores_codex":[0.9963202,0.00207037,0.0003761667,0.000468806,0.000304515,0.0004599336],"domain_scores_gemma":[0.9965582,0.001191977,0.0006387248,0.0002974756,0.0004942227,0.0008192715],"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":[0.8833421,0.07400144,0.002111264,0.003430124,0.002237916,0.0001280024,0.0005092692,0.0003183933,0.002109701,0.0001691352,0.001130481,0.03051219],"study_design_scores_gemma":[0.8579868,0.1369676,0.002808063,0.0001236154,0.0008133401,0.00001309917,0.0001347066,0.0003077537,0.0002931302,0.0001137003,0.000420065,0.00001813382],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8692952,0.001747952,0.001379892,0.001086407,0.0008892977,0.1218414,0.001099059,0.0002241739,0.002436621],"genre_scores_gemma":[0.8131009,0.001229208,0.006994753,0.001183915,0.0004943136,0.1740436,0.0005572942,0.00002458286,0.002371248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009773879,"threshold_uncertainty_score":0.03592235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306969377669797,"score_gpt":0.3793671883142696,"score_spread":0.3462974945375716,"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."}}