{"id":"W4386147932","doi":"10.2196/44985","title":"User-Centered Development of a Mobile App to Assess the Quality of Life of Patients With Cancer: Iterative Investigation and Usability Testing","year":2023,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Land, Infrastructure and Transport","keywords":"Usability; Conceptualization; Quality of life (healthcare); Focus group; Test (biology); Modular design; User experience design; Quality (philosophy); Psychology; Computer science; Iterative and incremental development; Mobile apps; Applied psychology; User interface; Cancer; Iterative design; Medicine; Process management; Human–computer interaction; World Wide Web; Nursing; Engineering; Artificial intelligence; Operations management; Software engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02208472,0.001186782,0.0008432628,0.001535055,0.0007323815,0.001675284,0.001378189,0.0008988014,0.0008097095],"category_scores_gemma":[0.04440967,0.0006276222,0.001380081,0.0005359422,0.0009321718,0.001562449,0.002036487,0.0007675004,0.0002691905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009294638,"about_ca_system_score_gemma":0.001604658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008727587,"about_ca_topic_score_gemma":0.001559684,"domain_scores_codex":[0.9881692,0.007571022,0.0009499128,0.0007742684,0.001980181,0.0005553475],"domain_scores_gemma":[0.9565267,0.03105007,0.001322631,0.002320381,0.008178102,0.0006021477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002111482,0.01753466,0.1756114,0.005388953,0.0006723839,0.002571868,0.147663,0.007990547,0.07588388,0.001799859,0.002489625,0.5602824],"study_design_scores_gemma":[0.002131879,0.1298486,0.4699414,0.004968064,0.003232001,0.00657227,0.08560608,0.1097792,0.1494672,0.003747702,0.03342838,0.001277147],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738736,0.0001188116,0.01938475,0.00008083633,0.00001741133,0.005242597,0.00006549459,0.0001781323,0.001038312],"genre_scores_gemma":[0.8095815,0.0003932345,0.1798487,0.0001573186,0.00002164936,0.008206836,0.0003026758,0.0000891458,0.00139886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02208472,"threshold_uncertainty_score":0.1167965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09136993999847355,"score_gpt":0.3681157589205277,"score_spread":0.2767458189220541,"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."}}