{"id":"W3024267266","doi":"10.2196/18564","title":"Smartphone App to Self-Monitor Nausea During Pediatric Chemotherapy Treatment: User-Centered Design Process","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nausea and vomiting management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Børnecancerfonden","keywords":"Smartphone app; Computer science; Nausea; Process (computing); Psychology; Medicine; Internet privacy; Operating system; Internal medicine","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":[0.02488646,0.001055435,0.0006089595,0.001149419,0.0009358574,0.001521243,0.00128474,0.0008540745,0.0026798],"category_scores_gemma":[0.02573717,0.0005946848,0.001232677,0.0003916915,0.0009109058,0.001315848,0.001896703,0.0009244657,0.0007285287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000736657,"about_ca_system_score_gemma":0.002415473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000435379,"about_ca_topic_score_gemma":0.0009844196,"domain_scores_codex":[0.986803,0.009531232,0.000986698,0.000760154,0.001545692,0.0003731178],"domain_scores_gemma":[0.9819733,0.011468,0.001101876,0.001060247,0.003766074,0.0006304759],"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":[0.003184197,0.007215615,0.03947981,0.01071834,0.0004202063,0.001289121,0.07068036,0.006346582,0.04841441,0.005927035,0.01134138,0.794983],"study_design_scores_gemma":[0.01259958,0.08327635,0.1609706,0.01088985,0.003986912,0.00570587,0.05652583,0.118333,0.1408978,0.02626475,0.3789254,0.001623991],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.515193,0.001968487,0.3622033,0.001755821,0.0002648153,0.1060326,0.0006088136,0.002007824,0.00996525],"genre_scores_gemma":[0.2910264,0.0009449726,0.63959,0.0005419477,0.00006931402,0.06454795,0.0003122823,0.000134052,0.002833204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02488646,"threshold_uncertainty_score":0.1316137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06360149273407316,"score_gpt":0.3678344513242759,"score_spread":0.3042329585902028,"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."}}