{"id":"W4232704626","doi":"10.2196/preprints.28259","title":"Experiences and Perceptions of Patients and Providers Participating in Remote Titration of Heart Failure Medication Facilitated by Telemonitoring: Qualitative Study (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; Intervention (counseling); Titration; Nursing; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01344578,0.0006577377,0.001023643,0.001160405,0.008696286,0.004484575,0.001814799,0.002320398,0.003636103],"category_scores_gemma":[0.02181218,0.0009662064,0.0007750962,0.001401199,0.007552428,0.004744195,0.005509376,0.004044232,0.0004253478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004489214,"about_ca_system_score_gemma":0.005184435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009163174,"about_ca_topic_score_gemma":0.01168318,"domain_scores_codex":[0.9878615,0.00888434,0.0003508964,0.0005955555,0.0006286074,0.00167907],"domain_scores_gemma":[0.9738952,0.01908168,0.002103573,0.0004361146,0.001411914,0.003071659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003561074,0.00006408303,0.00299476,0.0001124942,0.000004978799,0.0004428988,0.994019,0.00001497799,0.0003627668,0.0002101037,0.0002901345,0.001448208],"study_design_scores_gemma":[0.000004294597,0.00005869277,0.001339007,0.00008311574,0.000002655433,0.0001182661,0.9967653,0.0000232487,0.00009179259,0.00004683261,0.001457873,0.000008960369],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928838,0.0006331396,0.001225613,0.002721181,0.00008921285,0.0002254152,0.000171377,0.00001285825,0.00203737],"genre_scores_gemma":[0.995119,0.0007052174,0.0006863602,0.001636761,0.000035789,0.0003624872,0.00007002296,0.0000174981,0.001366962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01344578,"threshold_uncertainty_score":0.07110894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03122187017425744,"score_gpt":0.3624948343453138,"score_spread":0.3312729641710564,"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."}}