{"id":"W4206631989","doi":"10.2196/33366","title":"Factors Affecting Patient and Physician Engagement in Remote Health Care for Heart Failure: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR Cardio","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Health care; MEDLINE; Cochrane Library; Nursing; Population; Thematic analysis; Qualitative research; Randomized controlled trial","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009337692,0.0005914698,0.005361172,0.0002668806,0.0002096681,0.00002941907,0.00008894957,0.00009463183,0.00001535327],"category_scores_gemma":[0.0001219459,0.0004215835,0.001157039,0.0003823898,0.00001530563,0.00004229214,0.0001626955,0.0004544364,0.00000826455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335221,"about_ca_system_score_gemma":0.0002519812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004450066,"about_ca_topic_score_gemma":0.00002416646,"domain_scores_codex":[0.9964823,0.000936464,0.0009998309,0.0006451892,0.0004598675,0.0004764008],"domain_scores_gemma":[0.9983537,0.0003271736,0.0004301259,0.0006808631,0.00003401404,0.0001740984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001963299,0.00003499799,0.000003865684,0.8215453,0.0004135539,0.00001368348,0.0008296257,8.833476e-8,9.437635e-9,0.000004725679,0.008366341,0.1687859],"study_design_scores_gemma":[0.000256768,0.00034421,0.000003492419,0.3329202,0.002042319,0.000009889664,0.001108897,3.52406e-7,6.713234e-8,3.316936e-7,0.6631198,0.0001936513],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000746051,0.9656316,0.00001201696,0.0005033918,0.0001743428,0.03338417,0.00005007253,0.00007619908,0.0001607526],"genre_scores_gemma":[0.00003965864,0.9947336,0.0004808422,0.0008851938,0.0001005038,0.002963197,0.0006270495,0.00009454934,0.00007544128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6547534,"threshold_uncertainty_score":0.9998236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05914905349620098,"score_gpt":0.3634407765995736,"score_spread":0.3042917231033727,"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."}}