{"id":"W4318913399","doi":"10.1097/cin.0000000000000983","title":"Clinical Perspectives on the Development of a Gamified Heart Failure Patient Education Web Site","year":2022,"lang":"en","type":"article","venue":"CIN Computers Informatics Nursing","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; Centre for Advancing Health Outcomes; Vancouver Biotech (Canada)","funders":"","keywords":"Context (archaeology); Psychological intervention; Patient education; Heart failure; Psychology; Medicine; Medical education; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02076277,0.0004842239,0.0002672977,0.0006356437,0.001742491,0.00453969,0.001310216,0.002371173,0.006064103],"category_scores_gemma":[0.02594078,0.0003309305,0.0003647495,0.0003936054,0.001876861,0.002599883,0.00348234,0.002232848,0.001139685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007974283,"about_ca_system_score_gemma":0.002583798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005850552,"about_ca_topic_score_gemma":0.002248908,"domain_scores_codex":[0.9831418,0.0147145,0.0003003926,0.0002130724,0.000902308,0.0007279621],"domain_scores_gemma":[0.987281,0.007943347,0.000518334,0.0004961413,0.001579454,0.002181721],"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":[0.0007856739,0.007280221,0.03267568,0.002375351,0.00005427348,0.007649025,0.1571405,0.001500388,0.01102326,0.02215206,0.03059841,0.7267653],"study_design_scores_gemma":[0.001008062,0.01701607,0.02513045,0.006675902,0.000179467,0.01807886,0.2558501,0.009617631,0.01970498,0.02524514,0.6210798,0.0004135689],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7257361,0.002968563,0.08410333,0.07385543,0.001010439,0.006084919,0.000252276,0.001099731,0.1048892],"genre_scores_gemma":[0.7618344,0.00223984,0.211268,0.009183913,0.000168376,0.002762895,0.0001652828,0.0002225363,0.0121548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02076277,"threshold_uncertainty_score":0.1098053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04799960740081199,"score_gpt":0.4210809259268218,"score_spread":0.3730813185260098,"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."}}