{"id":"W3201285748","doi":"10.2196/33252","title":"Values of Importance to Patients With Cardiovascular Disease as a Foundation for eHealth Design and Evaluation: Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"ZonMw","keywords":"eHealth; Usability; Psychological intervention; Value (mathematics); Medicine; Health care; Disease; Psychology; Computer science; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005900954,0.0001821449,0.0006081353,0.0000999356,0.0007013194,0.0000100758,0.00009780486,0.00008633582,0.00004594004],"category_scores_gemma":[0.0008503806,0.0001616743,0.0001337821,0.0004640688,0.00003231095,0.00009559304,0.00006625478,0.0001781103,0.00001413425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596517,"about_ca_system_score_gemma":0.002869284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001251665,"about_ca_topic_score_gemma":0.00005129609,"domain_scores_codex":[0.9943915,0.003067135,0.0007380912,0.0006295083,0.0007118313,0.0004619125],"domain_scores_gemma":[0.9954484,0.0008197237,0.0002822381,0.0009800328,0.001825894,0.0006437424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001712871,0.0008997435,0.5388743,0.002834176,0.0008112062,0.000003927905,0.00491344,0.002029604,0.00001371059,0.001330802,0.005083934,0.4414922],"study_design_scores_gemma":[0.005396568,0.0006928153,0.9359659,0.0001562659,0.0007363202,7.997204e-7,0.002256664,0.0006687248,0.00001489434,0.001351002,0.05252682,0.0002332036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7844394,0.001918295,0.1668358,0.0007176647,0.0004894675,0.04511879,0.00007239191,0.00007041018,0.0003377782],"genre_scores_gemma":[0.811009,0.0001414277,0.07570331,0.0009555249,0.0002910292,0.1114318,0.0002620353,0.00006329869,0.0001425137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.441259,"threshold_uncertainty_score":0.6592885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08747498372433046,"score_gpt":0.4994388010799681,"score_spread":0.4119638173556376,"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."}}