{"id":"W4286489435","doi":"10.2196/39098","title":"An mHealth App to Promote Adherence to Immunosuppressant Medication and Track Symptoms in Children After Hematopoietic Stem Cell Transplant: Protocol for a Mixed Methods Usability Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"Usability; mHealth; Medicine; Psychological intervention; Context (archaeology); Protocol (science); Population; Health care; Nursing; Alternative medicine; Computer science; Environmental health","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":[0.007616889,0.0002560367,0.0005288293,0.0003616639,0.0003195594,0.00007589866,0.0006826502,0.00008851123,0.0006550627],"category_scores_gemma":[0.00008089952,0.0002209279,0.00005700084,0.0009979182,0.0001221125,0.0001506993,0.0002191091,0.0008334935,0.00004529675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561162,"about_ca_system_score_gemma":0.0006548286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006745946,"about_ca_topic_score_gemma":0.00001663079,"domain_scores_codex":[0.9937146,0.002162106,0.0008552254,0.00109872,0.001396941,0.0007724105],"domain_scores_gemma":[0.9974601,0.0002131367,0.000134608,0.001181177,0.0002547321,0.0007562588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03401088,0.03816691,0.429402,0.01139043,0.0001064837,0.00005517266,0.05677989,0.00002470602,0.03068797,0.0001039444,0.005006389,0.3942652],"study_design_scores_gemma":[0.02821801,0.0866612,0.8099772,0.004548097,0.00002814882,0.0001398807,0.006651641,0.001145271,0.01556551,0.0005654962,0.04556048,0.0009390738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.245529,0.000002409711,0.0009569406,0.0004969939,0.000004756081,0.7528747,0.00003422539,0.00005634838,0.00004463858],"genre_scores_gemma":[0.2057003,9.826022e-8,0.002863341,0.0001455485,0.00003692129,0.7909232,0.00001318111,0.00003206716,0.0002853234],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3933261,"threshold_uncertainty_score":0.9009176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1754770944564187,"score_gpt":0.559990067348494,"score_spread":0.3845129728920753,"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."}}