{"id":"W2913446730","doi":"10.2196/13259","title":"Patient Adherence to a Mobile Phone–Based Heart Failure Telemonitoring Program: A Longitudinal Mixed-Methods Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario; Ted Rogers Centre for Heart Research; University Health Network","funders":"","keywords":"Medicine; Context (archaeology); Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01180426,0.000663678,0.0009446947,0.001602331,0.002063659,0.001312572,0.0009188302,0.001195718,0.00148495],"category_scores_gemma":[0.008731106,0.0008737835,0.001794882,0.001446316,0.0006509282,0.001511598,0.001270955,0.001226567,0.0003909134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100159,"about_ca_system_score_gemma":0.001488857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00451819,"about_ca_topic_score_gemma":0.005382735,"domain_scores_codex":[0.9941142,0.003754752,0.0004851678,0.0005683384,0.000600966,0.0004766071],"domain_scores_gemma":[0.9940003,0.002207515,0.001569156,0.0007984681,0.0007677197,0.0006568702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003434014,0.01385376,0.9569225,0.0001561195,0.0006657559,0.0002702457,0.007859345,0.0001720314,0.0007553159,0.0001582019,0.0003740767,0.01537867],"study_design_scores_gemma":[0.001408479,0.04714023,0.9267268,0.0002053887,0.0007860172,0.0006491031,0.01602027,0.004202483,0.0007923149,0.0003498677,0.001584354,0.000134813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988409,0.00009506866,0.0004671669,0.00003919118,0.000005684775,0.0003199065,0.0001030741,0.000004177348,0.0001249111],"genre_scores_gemma":[0.9957502,0.0001441201,0.001809994,0.0002046737,0.00002531733,0.001469299,0.0002701133,0.000004328419,0.0003219305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01180426,"threshold_uncertainty_score":0.0624277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04498640702339662,"score_gpt":0.4346958698424654,"score_spread":0.3897094628190688,"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."}}