{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01110913,0.0009004789,0.004829266,0.006918585,0.0007474942,0.002792951,0.001574224,0.001631214,0.003981738],"category_scores_gemma":[0.06856668,0.0008010219,0.006964291,0.01064081,0.0009339329,0.002565316,0.001761695,0.001319553,0.0001974119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004238996,"about_ca_system_score_gemma":0.01350498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054191,"about_ca_topic_score_gemma":0.03078225,"domain_scores_codex":[0.9879982,0.005338037,0.003797013,0.0006623924,0.001919875,0.0002844101],"domain_scores_gemma":[0.934638,0.05170267,0.009595367,0.0005187495,0.003007535,0.0005376802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000181095,0.00003018311,0.002384937,0.9539409,0.006870201,0.00007469337,0.0008537408,0.00007204692,0.0000491427,0.0001687191,0.001035118,0.03433912],"study_design_scores_gemma":[0.0002109889,0.0002479728,0.01077412,0.935385,0.04037021,0.0002989261,0.001437896,0.00008387231,0.0001073529,0.0001745976,0.01086618,0.0000429122],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004857067,0.9929153,0.0001879797,0.0003287097,0.00007321338,0.0006289724,0.0005557834,0.000008913187,0.0004441135],"genre_scores_gemma":[0.06296492,0.9331472,0.001055793,0.0006238777,0.00006406744,0.001623068,0.000369571,0.000006989431,0.0001444691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01110913,"threshold_uncertainty_score":0.0587514,"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."}}