{"id":"W3023591647","doi":"10.2196/15951","title":"Evaluation of the Tobbstop Mobile App for Smoking Cessation: Cluster Randomized Controlled Clinical Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Medicine; Abstinence; mHealth; Randomized controlled trial; Intervention (counseling); Mobile phone; Mobile apps; Clinical trial; Public health; Family medicine; Psychological intervention; Psychiatry; Nursing; Internal medicine; World Wide Web","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":[0.004736727,0.002265049,0.006473879,0.0009870685,0.001089799,0.001637569,0.001547253,0.003421977,0.01021993],"category_scores_gemma":[0.006749256,0.001061204,0.003311547,0.0009245366,0.001685701,0.001617272,0.0009430678,0.002732424,0.001220376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001387315,"about_ca_system_score_gemma":0.003454727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222108,"about_ca_topic_score_gemma":0.003354862,"domain_scores_codex":[0.9963129,0.001829988,0.000334807,0.0006530368,0.0004492978,0.0004199034],"domain_scores_gemma":[0.9970725,0.0009283146,0.0007093518,0.0002456713,0.0004229351,0.0006213134],"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":[0.9774613,0.009097403,0.0004425272,0.001928449,0.001431822,0.00002242986,0.0000680244,0.0001350409,0.0005520468,0.0001098157,0.0004866738,0.008264407],"study_design_scores_gemma":[0.9627406,0.03507615,0.0007981989,0.0001109993,0.0006266079,0.000006694696,0.00002321311,0.0001997346,0.00008302476,0.00007943869,0.0002453878,0.00001006619],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922353,0.006879286,0.002439581,0.0015271,0.002069662,0.08950596,0.001733855,0.0003517901,0.003257379],"genre_scores_gemma":[0.846472,0.003428731,0.007705699,0.001416981,0.000982875,0.1355134,0.0008531535,0.0000391,0.003588127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01021993,"threshold_uncertainty_score":0.03418911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1895347286280012,"score_gpt":0.4820319873456191,"score_spread":0.2924972587176179,"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."}}