{"id":"W3091147373","doi":"10.2196/22833","title":"Preliminary Outcomes of a Digital Therapeutic Intervention for Smoking Cessation in Adult Smokers: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Smoking cessation; Psychological intervention; Abstinence; Motivational interviewing; Nicotine replacement therapy; Quitline; Health coaching; Physical therapy; Intention-to-treat analysis; Brief intervention; Intervention (counseling); mHealth; Psychiatry; Surgery","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":[0.004116619,0.002130534,0.004745551,0.0009618075,0.0009417214,0.001500494,0.001233712,0.003841323,0.01572601],"category_scores_gemma":[0.007207833,0.0009656754,0.003297026,0.0007923665,0.001557555,0.001828111,0.0009769078,0.002588578,0.001313519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152858,"about_ca_system_score_gemma":0.00245191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187851,"about_ca_topic_score_gemma":0.002095855,"domain_scores_codex":[0.9966793,0.001706915,0.0004505933,0.0005385482,0.0003031763,0.0003215264],"domain_scores_gemma":[0.9973236,0.0009090598,0.0008243289,0.0001734928,0.0002497031,0.0005198417],"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":[0.9831056,0.004233586,0.0002844221,0.001887356,0.001198339,0.00002097312,0.0000320709,0.0001013253,0.0003510588,0.00009741775,0.0003992562,0.008288595],"study_design_scores_gemma":[0.9798986,0.01840837,0.0004896358,0.00009758659,0.0005866906,0.000006510381,0.000008925119,0.0001173804,0.0000718003,0.0000730439,0.0002360867,0.000005445377],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.834834,0.01849314,0.004113503,0.00308486,0.004231773,0.1211371,0.004622429,0.0007204924,0.008762619],"genre_scores_gemma":[0.7964861,0.006310197,0.009454893,0.00271459,0.00180025,0.1766536,0.001684413,0.0000460367,0.004850043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01572601,"threshold_uncertainty_score":0.05260873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04086616745161826,"score_gpt":0.3759237189080859,"score_spread":0.3350575514564677,"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."}}