{"id":"W4292760241","doi":"10.2196/41109","title":"The Heart Game: A New Tool for Digital Patient Education for Patients With Heart Failure","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Think aloud protocol; Heart failure; Usability; Rehabilitation; Computer game; Duration (music); Test (biology); Game play; Psychology; Medicine; Multimedia; Computer science; Physical therapy; Human–computer interaction; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000337803,0.0001627056,0.000202129,0.00006664774,0.003991435,0.00004747191,0.0001933447,0.00007353093,0.00006605402],"category_scores_gemma":[0.0003516284,0.0001207309,0.00007482668,0.0002811136,0.0000326782,0.0001989717,0.0000890956,0.0003676049,0.00003127606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000321925,"about_ca_system_score_gemma":0.002242779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005686915,"about_ca_topic_score_gemma":0.00001791498,"domain_scores_codex":[0.9979821,0.000023204,0.0005465228,0.0003796737,0.0003243339,0.0007441869],"domain_scores_gemma":[0.997987,0.0005821207,0.0003046866,0.0002310862,0.0005728753,0.0003222029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004851542,0.000219106,0.04377955,0.0002790308,0.000006512907,4.577562e-9,0.001053929,0.000001980628,0.00000889688,0.007505144,0.9165334,0.03012735],"study_design_scores_gemma":[0.001085468,0.0008796322,0.005826948,0.00004423137,0.0000131141,9.110946e-7,0.002736456,0.00003103351,0.000004644907,0.002639678,0.9866021,0.0001358035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8446907,0.0003446578,0.001499135,0.09899689,0.002233009,0.04957994,0.0008925309,0.0003758921,0.001387267],"genre_scores_gemma":[0.8382621,0.00001016562,0.004593572,0.01518772,0.0007918201,0.1365012,0.0004498597,0.00009039752,0.004113174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08692124,"threshold_uncertainty_score":0.9973052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633549876334733,"score_gpt":0.3467909598656626,"score_spread":0.3304554611023152,"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."}}