{"id":"W4284675494","doi":"10.2196/36869","title":"Exploring Users’ Experiences With a Quick-Response Chatbot Within a Popular Smoking Cessation Smartphone App: Semistructured Interview Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Cancer Research UK","keywords":"Smoking cessation; Chatbot; Thematic analysis; Distraction; Psychology; Applied psychology; Qualitative research; Medical education; Social psychology; Medicine; World Wide Web; Computer science","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":[0.007452467,0.0006458992,0.0006206417,0.001354103,0.004087917,0.001932142,0.001142186,0.001300493,0.00216006],"category_scores_gemma":[0.01208636,0.0007365433,0.0005585066,0.001049373,0.00402279,0.001871823,0.00354213,0.001725707,0.0005523815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002467648,"about_ca_system_score_gemma":0.002542237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003422434,"about_ca_topic_score_gemma":0.009821862,"domain_scores_codex":[0.9958465,0.002690003,0.0002185902,0.0003826647,0.0002696252,0.0005927123],"domain_scores_gemma":[0.9850749,0.01099754,0.001006354,0.0003903123,0.001367145,0.001163774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006096408,0.0001028592,0.004938619,0.0001355685,0.000004578559,0.0009378928,0.9851805,0.00005119478,0.003988938,0.0002341208,0.000282192,0.00408255],"study_design_scores_gemma":[0.00001358118,0.0002216069,0.006720245,0.0001601829,0.000008810732,0.000409305,0.984808,0.0003704909,0.001417444,0.0002924659,0.005548638,0.00002910631],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937013,0.0001547891,0.003197027,0.0002967736,0.00001858555,0.0004828752,0.000169494,0.00002251687,0.001956707],"genre_scores_gemma":[0.9898807,0.0003870833,0.005002802,0.0004163288,0.00001734023,0.001775796,0.0002112375,0.00002897546,0.002279734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007452467,"threshold_uncertainty_score":0.03941292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2009223846056651,"score_gpt":0.4142796289195771,"score_spread":0.2133572443139121,"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."}}