{"id":"W4213428070","doi":"10.51731/cjht.2022.269","title":"An Overview of Smartphone Apps","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Flexibility (engineering); Internet privacy; Mobile apps; App store; Health care; Computer science; World Wide Web; Medicine; Psychological intervention; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003649258,0.0001432414,0.0006396904,0.0009256207,0.002383096,0.000004121694,0.0008415877,0.0001612067,0.0006776401],"category_scores_gemma":[0.0003787717,0.0001374771,0.00008396744,0.0009285116,0.0001740667,0.0001097264,0.0000676471,0.001682124,0.00001719639],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037181,"about_ca_system_score_gemma":0.01821544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01556253,"about_ca_topic_score_gemma":0.008445125,"domain_scores_codex":[0.9959088,0.0007476725,0.001867302,0.0001959388,0.0003040325,0.0009762385],"domain_scores_gemma":[0.9965182,0.0002250189,0.00189386,0.0006355654,0.0003329525,0.0003943992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005048027,0.0001117503,0.02848763,0.00158726,0.0000230826,0.00002375861,0.001770561,0.0001189953,0.00004404228,0.05191772,0.05474078,0.8611239],"study_design_scores_gemma":[0.0005786684,0.0007540726,0.01147967,0.0001842376,0.000007938308,0.00004857084,0.01747178,0.00001874136,0.00001362876,0.007456057,0.961884,0.0001026974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2199512,0.6161433,0.001362178,0.1478992,0.00456796,0.006614307,0.0008357314,0.0005024009,0.002123736],"genre_scores_gemma":[0.9883284,0.005378887,0.001217721,0.003992537,0.00003369263,0.0009137965,0.00001852502,0.00002865671,0.00008778163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9071432,"threshold_uncertainty_score":0.9989157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1388143171833816,"score_gpt":0.4534094204910997,"score_spread":0.3145951033077181,"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."}}