{"id":"W4283661335","doi":"10.2196/34273","title":"Effectiveness of a Conversational Chatbot (Dejal@bot) for the Adult Population to Quit Smoking: Pragmatic, Multicenter, Controlled, Randomized Clinical Trial in Primary Care","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Psychological intervention; mHealth; Smoking cessation; Population; Family medicine; Intervention (counseling); Health care; Chatbot; Clinical trial; Public health; Brief intervention; Abstinence; Nursing; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008718442,0.0001834588,0.001134739,0.0002160961,0.0003291565,0.00001907915,0.0001916777,0.00009584982,0.00006005183],"category_scores_gemma":[0.0007146347,0.0001455205,0.000309971,0.0002251198,0.00009895438,0.00007731094,0.00009506957,0.0003507231,0.000003668712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005628584,"about_ca_system_score_gemma":0.0003117698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154311,"about_ca_topic_score_gemma":0.0001648179,"domain_scores_codex":[0.9927903,0.00395671,0.001961828,0.0004489452,0.00037308,0.0004691162],"domain_scores_gemma":[0.9901429,0.008364282,0.0008208205,0.000277833,0.0001467178,0.000247414],"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":[0.9458081,0.001491413,0.008479967,0.00379828,0.00009734298,0.000001278674,0.002746098,0.00002890043,3.218868e-7,0.01973478,0.0002087648,0.01760478],"study_design_scores_gemma":[0.8447528,0.003776126,0.1471774,0.000266252,0.0001266046,0.000004255826,0.001945442,0.0006149798,6.112845e-7,0.0008562106,0.0003449703,0.000134362],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660434,0.001090392,0.000653121,0.003292238,0.003870185,0.02424444,0.0004349797,0.00003354999,0.0003377567],"genre_scores_gemma":[0.9843662,0.00002172344,0.0001783654,0.001704767,0.0001401517,0.01314354,0.0003586873,0.0000254814,0.00006104633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1386974,"threshold_uncertainty_score":0.5934154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06220701140035916,"score_gpt":0.4632322421549038,"score_spread":0.4010252307545446,"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."}}