{"id":"W2035747639","doi":"10.2196/resprot.3188","title":"An Interactive-Technology Health Behavior Promotion Program for Heart Failure Patients: A Pilot Study of Experiences and Needs of Patients and Nurses in the Hospital Setting","year":2014,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Nursing; Intervention mapping; Medicine; Health promotion; Needs assessment; Promotion (chess); Qualitative research; Medical education; Public 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003583499,0.0004286203,0.0004250033,0.0004539025,0.002874023,0.001295322,0.0007141907,0.000917515,0.002033497],"category_scores_gemma":[0.00644304,0.0004131501,0.0003592863,0.0003306246,0.0009988924,0.001192675,0.002060927,0.001173235,0.0002661336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219031,"about_ca_system_score_gemma":0.002056972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003056722,"about_ca_topic_score_gemma":0.008959797,"domain_scores_codex":[0.9978222,0.001384818,0.00007310581,0.0000895227,0.00012936,0.0005009],"domain_scores_gemma":[0.9958088,0.001832448,0.0004039269,0.0001321935,0.000425378,0.00139727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001045955,0.01241503,0.1516265,0.0007313559,0.00005479716,0.003449662,0.7590759,0.000259208,0.00446545,0.0002783806,0.0023209,0.06427685],"study_design_scores_gemma":[0.0003190799,0.01423867,0.1258499,0.0001628869,0.00006079335,0.001395102,0.8473043,0.0006683489,0.001479851,0.0001217909,0.008311647,0.00008769677],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9991891,0.00003696968,0.0001201834,0.0001380951,0.000005409817,0.0001021456,0.00002259107,0.000004617515,0.0003809747],"genre_scores_gemma":[0.998157,0.0001361112,0.000586085,0.000232254,0.000009601446,0.0002495491,0.00004387668,0.000005067618,0.0005804752],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.003583499,"threshold_uncertainty_score":0.01895159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07645177697516992,"score_gpt":0.50972711805871,"score_spread":0.43327534108354,"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."}}