{"id":"W4406387850","doi":"10.2196/57342","title":"Usability and User Experience Testing of a Co-Designed Electronic Patient-Reported Outcomes App (“MyPal for Adults”) for Palliative Cancer Care: Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Preprint; Medicine; Palliative care; User experience design; Psychology; World Wide Web; Nursing; Computer science; Human–computer interaction","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":[0.01806225,0.0008294474,0.0009485576,0.001230692,0.001028925,0.001295349,0.0008544103,0.001008743,0.001539208],"category_scores_gemma":[0.02356013,0.000495065,0.001307255,0.0006257283,0.0008504438,0.0009581535,0.001126781,0.0005921812,0.0004046859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007833227,"about_ca_system_score_gemma":0.001154278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000938631,"about_ca_topic_score_gemma":0.001934132,"domain_scores_codex":[0.9880854,0.007569435,0.001073257,0.001126761,0.001622331,0.0005228446],"domain_scores_gemma":[0.9720248,0.01772395,0.001573185,0.001780623,0.006257474,0.0006399579],"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":[0.007907978,0.05666243,0.3004256,0.006949262,0.001081639,0.003525555,0.2434222,0.001622734,0.05150653,0.0007924693,0.002720533,0.3233832],"study_design_scores_gemma":[0.002245856,0.2113478,0.6047685,0.001755005,0.001715221,0.004117586,0.1091881,0.008808434,0.03902048,0.000656139,0.01579284,0.0005839708],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944769,0.0001099089,0.002374183,0.00003402602,0.00001003372,0.00227416,0.0001076333,0.00002077037,0.0005923583],"genre_scores_gemma":[0.970816,0.0003249449,0.01845912,0.0002366707,0.00004359498,0.008317905,0.0002418383,0.00003682075,0.001523154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01806225,"threshold_uncertainty_score":0.09552342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001105342366501,"score_gpt":0.5475054285561378,"score_spread":0.4473948943194878,"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."}}