{"id":"W4385722975","doi":"10.1080/10447318.2023.2241613","title":"Feeling Moodie: Insights from a Usability Evaluation to Improve the Design of mHealth Apps","year":2023,"lang":"en","type":"article","venue":"International Journal of Human-Computer Interaction","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Research Chairs","keywords":"Feeling; Mood; mHealth; Interactivity; Psychology; Usability; Applied psychology; Novelty; Attractiveness; User experience design; Human–computer interaction; Computer science; Social psychology; World Wide Web; Psychological intervention","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001508409,0.0001565703,0.0002622035,0.0005287478,0.0001268881,0.0001419258,0.0006679478,0.00006947649,0.0003553751],"category_scores_gemma":[0.0001765941,0.0001227402,0.0002360531,0.0002472334,0.00006240332,0.0006349162,0.0001474811,0.0003503876,0.0002666017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000516278,"about_ca_system_score_gemma":0.00009517004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000324635,"about_ca_topic_score_gemma":0.00005830442,"domain_scores_codex":[0.9967502,0.0005104787,0.001356598,0.0002723969,0.0009016842,0.000208619],"domain_scores_gemma":[0.9968655,0.0006975455,0.0009298766,0.0002718874,0.001127788,0.0001074535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003473151,0.003508205,0.001635439,0.00008684862,0.002597683,0.00008684031,0.0273669,0.041849,0.01831374,0.01236993,0.03503175,0.8536805],"study_design_scores_gemma":[0.01694269,0.01888141,0.4270434,0.006130629,0.0009084496,0.000813904,0.01185961,0.2210754,0.04170585,0.2362226,0.01659449,0.001821492],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9220407,0.00007224023,0.05722053,0.001871672,0.01756516,0.0005752592,0.00004105696,0.00003624354,0.0005771556],"genre_scores_gemma":[0.9969009,0.000002953504,0.001220612,0.0003346213,0.001333042,0.00004855774,0.00003838907,0.00001969799,0.0001012576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.851859,"threshold_uncertainty_score":0.50052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1287651701722893,"score_gpt":0.4702424926367567,"score_spread":0.3414773224644674,"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."}}