{"id":"W2539095161","doi":"10.2196/games.5678","title":"Game On? Smoking Cessation Through the Gamification of mHealth: A Longitudinal Qualitative Study","year":2016,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Educational Games and Gamification","field":"Psychology","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Imperial College London; National Institute for Health and Care Research; Royal Brompton and Harefield NHS Foundation Trust","keywords":"mHealth; Smoking cessation; Qualitative research; Psychology; Longitudinal study; Applied psychology; Medicine; Sociology; Psychological intervention; Psychiatry","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":[0.000704519,0.0001818886,0.0002224776,0.000096124,0.0001076203,0.00002505666,0.0003002932,0.00008680738,0.0003558467],"category_scores_gemma":[0.00008923244,0.0001071482,0.00006802459,0.0003283845,0.0001801217,0.000159232,0.00002419507,0.0001328191,0.0001496816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001056943,"about_ca_system_score_gemma":0.00006187056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002781024,"about_ca_topic_score_gemma":0.00006887309,"domain_scores_codex":[0.9977303,0.0006478358,0.0005288927,0.000450454,0.0003817118,0.0002608652],"domain_scores_gemma":[0.9977441,0.0007517775,0.0005245437,0.0007051525,0.0002305978,0.00004382056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004042368,0.00242385,0.02877345,0.00004470044,0.0002881815,0.000002066616,0.7223763,0.00001089195,0.0009267479,0.1503353,0.004383748,0.09003047],"study_design_scores_gemma":[0.0009226868,0.0008217191,0.8612828,0.00007605146,0.00004448873,0.000005144529,0.1185291,0.000002440192,0.0001706454,0.006831186,0.01114127,0.0001725334],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870883,0.0002233612,0.0007085423,0.006606305,0.0006396428,0.001057427,0.000028513,0.00006072838,0.003587213],"genre_scores_gemma":[0.9962548,0.00003134866,0.00005597746,0.0002074237,0.000218067,0.0007588539,0.00001931137,0.00002607728,0.00242816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8325093,"threshold_uncertainty_score":0.4369379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08321990988697814,"score_gpt":0.4418970602060977,"score_spread":0.3586771503191196,"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."}}