{"id":"W4220798022","doi":"10.2196/33152","title":"An mHealth App to Support Caregivers in the Medical Management of Their Child With Cancer: Co-design and User Testing Study","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Science Foundation","keywords":"Usability; mHealth; Focus group; Medicine; Pediatric cancer; Nursing; Psychology; Cancer; Computer science; 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":[],"consensus_categories":[],"category_scores_codex":[0.001645787,0.0001943009,0.0004232993,0.0001258849,0.0001909137,0.00001442517,0.0003429572,0.00003190961,0.0004409989],"category_scores_gemma":[0.00001241315,0.0001352062,0.0000286534,0.0006284314,0.00008615405,0.00005832791,0.0001132008,0.0004180755,7.609464e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003085758,"about_ca_system_score_gemma":0.0005526393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00906536,"about_ca_topic_score_gemma":0.003740132,"domain_scores_codex":[0.997183,0.0003923436,0.0003640989,0.0004626766,0.001265884,0.0003319781],"domain_scores_gemma":[0.9989423,0.0001421627,0.0001472283,0.0004804073,0.00005387497,0.0002340577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002756679,0.002669251,0.7646301,0.001131736,0.0005926338,0.0007577442,0.1551225,0.002511555,0.00002619237,0.0001045625,0.01722902,0.05246799],"study_design_scores_gemma":[0.007527996,0.007432713,0.7905557,0.0007704444,0.0001987278,0.0001202303,0.1746506,0.0001962114,0.00005158086,0.000009247565,0.01811039,0.0003761844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986154,0.000354037,0.00006949059,0.008706061,0.0001091251,0.003621244,0.00006087153,0.00004944771,0.0008757715],"genre_scores_gemma":[0.9925728,0.00008700151,0.0002616259,0.004737348,0.0001448677,0.00207385,0.00001025668,0.00003447641,0.00007775689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05209181,"threshold_uncertainty_score":0.9975334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05254344291795623,"score_gpt":0.3814750632420373,"score_spread":0.3289316203240811,"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."}}