{"id":"W3041302940","doi":"10.2196/17522","title":"Mobile Social Network–Based Smoking Cessation Intervention for Chinese Male Smokers: Pilot Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Randomized controlled trial; Intervention (counseling); Medicine; Pilot trial; mHealth; Physical therapy; Psychology; Gerontology; Psychological intervention; Psychiatry; Internal medicine","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":[0.001838668,0.001479299,0.003176928,0.0007793274,0.001012107,0.0006694745,0.001124706,0.002135677,0.011401],"category_scores_gemma":[0.002506122,0.000670607,0.002145326,0.0006449884,0.0009480633,0.001042268,0.0008532124,0.001733263,0.0005809789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260111,"about_ca_system_score_gemma":0.003247672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005053883,"about_ca_topic_score_gemma":0.008175292,"domain_scores_codex":[0.9991536,0.0003577899,0.00007719673,0.0001535339,0.00009152908,0.0001664007],"domain_scores_gemma":[0.999043,0.0002195752,0.0001904116,0.00005557181,0.0001043561,0.0003870025],"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":[0.8399923,0.06782703,0.00298658,0.009380016,0.004089824,0.0001821187,0.000407557,0.0004867611,0.001889146,0.0002803958,0.002646699,0.06983159],"study_design_scores_gemma":[0.9128735,0.07875782,0.005550179,0.0002477082,0.00108371,0.00001692602,0.00008932953,0.0004600512,0.0001693498,0.000127789,0.0006053199,0.00001839291],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925566,0.00635703,0.001021391,0.001402851,0.001096523,0.06049377,0.00129943,0.0002578508,0.002505177],"genre_scores_gemma":[0.8949563,0.003174386,0.003611115,0.001493471,0.000572752,0.09263638,0.0006471983,0.00001174137,0.002896652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.011401,"threshold_uncertainty_score":0.03814012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06542899690080553,"score_gpt":0.4006326918785208,"score_spread":0.3352036949777153,"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."}}