{"id":"W2888703261","doi":"10.2196/11631","title":"3MD for Chronic Conditions, a Model for Motivational mHealth Design: Embedded Case Study","year":2018,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Educational Games and Gamification","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; Oulun Yliopisto; European Commission","keywords":"mHealth; Psychology; Computer science; Human–computer interaction; Psychological intervention","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":[0.0003605877,0.0001768804,0.0001985331,0.0001247245,0.0003301099,0.00004162141,0.0001516851,0.0001048162,0.00029616],"category_scores_gemma":[0.00005759979,0.0001764824,0.00007516304,0.0001445545,0.00009305689,0.0001036537,0.00001466103,0.00007716146,0.00006745179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001594519,"about_ca_system_score_gemma":0.0003739631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004847497,"about_ca_topic_score_gemma":0.0001863034,"domain_scores_codex":[0.9985952,0.00008520631,0.000368215,0.0004637896,0.000130095,0.0003574575],"domain_scores_gemma":[0.9985851,0.0003291619,0.0001934754,0.0003932957,0.0003970399,0.0001019017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001779672,0.009678015,0.002924975,0.0003865746,0.001021634,0.00005208299,0.1865238,0.003242207,0.002286729,0.1092501,0.6025631,0.08029121],"study_design_scores_gemma":[0.02415611,0.0226887,0.1326721,0.0001433351,0.0006515824,0.002083388,0.1084883,0.5613974,0.0005526685,0.06780674,0.07674541,0.002614257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8059211,0.0001715518,0.1856386,0.001296656,0.0007867714,0.005566976,0.0002524955,0.0001147807,0.0002511135],"genre_scores_gemma":[0.9742161,0.000002999719,0.007879457,0.0004871005,0.0009640263,0.00902007,0.0002030562,0.0000451206,0.007182096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5581552,"threshold_uncertainty_score":0.7196742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08987322809617179,"score_gpt":0.4405813219973935,"score_spread":0.3507080939012217,"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."}}