{"id":"W3129032403","doi":"10.2196/24457","title":"Malay Version of the mHealth App Usability Questionnaire (M-MAUQ): Translation, Adaptation, and Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Usability; Computer science; Malay; Harmonization; Adaptation (eye); Applied psychology; World Wide Web; Medical education; Psychology; Medicine; Human–computer interaction; Nursing; 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003141282,0.0003168065,0.0006526776,0.0001581542,0.002983036,0.00001679702,0.0001982644,0.0003322742,0.0001124604],"category_scores_gemma":[0.000396254,0.0002607419,0.00007260912,0.0009856183,0.0002195754,0.0002422326,0.000121939,0.0009923662,0.00002268156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00033145,"about_ca_system_score_gemma":0.004423288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0015152,"about_ca_topic_score_gemma":0.002111056,"domain_scores_codex":[0.9930642,0.002556831,0.001964871,0.000862044,0.0006165784,0.0009355387],"domain_scores_gemma":[0.9955842,0.0007686217,0.001023951,0.0008955918,0.0007478612,0.0009797693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000462429,0.001113411,0.841812,0.01209058,0.00002337162,0.000001543534,0.0160303,0.00005535505,0.00003808884,0.008439419,0.002864715,0.1170688],"study_design_scores_gemma":[0.00305411,0.0003716051,0.969777,0.0003684261,0.0001179852,0.00001057598,0.007647232,0.000903901,0.00001735369,0.001769502,0.01575172,0.0002106099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703905,0.003106896,0.000869919,0.01671397,0.0007395432,0.007266105,0.0001232905,0.0001424445,0.0006473116],"genre_scores_gemma":[0.9912248,0.002694183,0.0008338485,0.002525255,0.000258781,0.002066242,0.0001003963,0.00003958982,0.0002569621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.127965,"threshold_uncertainty_score":0.9999845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0873098315567656,"score_gpt":0.4404999683018979,"score_spread":0.3531901367451323,"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."}}