{"id":"W4401699088","doi":"10.2196/56505","title":"Co-Designing a Smoking Cessation Chatbot: Focus Group Study of End Users and Smoking Cessation Professionals","year":2024,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Focus group; Medicine; Focus (optics); Chatbot; Psychology; World Wide Web; Computer science; Business","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":[0.02068659,0.0007954146,0.0009120909,0.001818406,0.007700495,0.002484729,0.001938838,0.00297202,0.002927588],"category_scores_gemma":[0.03057845,0.0009687089,0.0006348284,0.0005850242,0.00365763,0.003475878,0.004787223,0.002107257,0.0008160453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002278785,"about_ca_system_score_gemma":0.003063027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00379111,"about_ca_topic_score_gemma":0.006319761,"domain_scores_codex":[0.9875826,0.008520893,0.0004635847,0.0009971956,0.001031017,0.001404613],"domain_scores_gemma":[0.9692945,0.0215953,0.001249456,0.0007153568,0.004238343,0.002907076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001463743,0.0009736937,0.01820438,0.0002859928,0.0000154358,0.000941616,0.9633192,0.00004216802,0.002371238,0.0002201685,0.0005700054,0.0129096],"study_design_scores_gemma":[0.0001081986,0.00270294,0.02358711,0.0004367939,0.00005740728,0.001006435,0.9594212,0.0007439374,0.002002771,0.0004116692,0.009440104,0.00008149195],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956964,0.0001371054,0.001948078,0.000478591,0.00002339319,0.0005309334,0.00002619704,0.00002877494,0.001130421],"genre_scores_gemma":[0.9921054,0.0002238154,0.003126845,0.001181342,0.00003243875,0.001546242,0.00005081627,0.00003590755,0.001697309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02068659,"threshold_uncertainty_score":0.1094024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05785869215901394,"score_gpt":0.3684686577423377,"score_spread":0.3106099655833237,"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."}}