{"id":"W2908456125","doi":"10.2196/12350","title":"Understanding Determinants of Health Care Professionals’ Perspectives on Mobile Health Continuance and Performance","year":2018,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Council","keywords":"mHealth; Continuance; Health care; Psychological intervention; Nursing; Psychology; Medicine; Knowledge management; Applied psychology; Computer science; Social psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001938985,0.0002089378,0.0006586581,0.000180025,0.001660452,0.000005866773,0.0002399899,0.0002672413,0.0002525463],"category_scores_gemma":[0.0001769189,0.0001656458,0.00004004771,0.0003161521,0.0004619197,0.0001766346,0.0001352547,0.0008311681,0.00009026078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006319768,"about_ca_system_score_gemma":0.003519252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006093539,"about_ca_topic_score_gemma":0.0001366203,"domain_scores_codex":[0.9958407,0.0003329686,0.001960055,0.0002159705,0.000763535,0.0008867666],"domain_scores_gemma":[0.9966754,0.0004578668,0.001318624,0.0004124488,0.0002907432,0.0008448731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003159465,0.0004469625,0.05313127,0.01999872,0.0000216552,7.018774e-7,0.5065652,6.613941e-7,5.821236e-7,0.02106887,0.0472189,0.3512306],"study_design_scores_gemma":[0.003603023,0.006508645,0.02765809,0.008930964,0.000007944956,0.00001182871,0.8487154,0.003980274,0.0000169831,0.0001666115,0.09998731,0.0004129009],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767522,0.001930856,0.001531048,0.002823067,0.0007091078,0.00986743,0.00008859493,0.0001707945,0.006126931],"genre_scores_gemma":[0.9833035,0.001856203,0.001054394,0.009251182,0.000256311,0.004078291,0.00002572534,0.00002285443,0.0001515319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3508177,"threshold_uncertainty_score":0.9996393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09047323165447797,"score_gpt":0.4747246725448584,"score_spread":0.3842514408903804,"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."}}