{"id":"W4402733663","doi":"10.2196/50014","title":"Barriers and Facilitators in Implementing a Telemonitoring Application for Patients With Chronic Kidney Disease and Health Professionals: Ancillary Implementation Study of the NeLLY (New Health e-Link in the Lyon Region) Stepped-Wedge Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Randomized controlled trial; Medicine; Kidney disease; Telemedicine; eHealth; Health professionals; Family medicine; Physical therapy; Health care; Computer science; Surgery; World Wide Web; Internal medicine","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":[0.01023429,0.001255815,0.002836229,0.0005596491,0.0008136068,0.001352276,0.001217931,0.002766001,0.006494085],"category_scores_gemma":[0.01156905,0.0006156851,0.002860515,0.0004545574,0.001155283,0.001703112,0.001456938,0.001767833,0.000422982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703305,"about_ca_system_score_gemma":0.003994805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002499168,"about_ca_topic_score_gemma":0.003429687,"domain_scores_codex":[0.9887083,0.008384481,0.0007110325,0.0008282469,0.0006635267,0.0007043832],"domain_scores_gemma":[0.9923834,0.004034071,0.001728057,0.0005047573,0.0005346906,0.0008149781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8948952,0.06427511,0.006391414,0.002691819,0.002240951,0.00007353487,0.0008318246,0.0004723151,0.001048764,0.0002817225,0.0006526392,0.02614482],"study_design_scores_gemma":[0.83014,0.1538397,0.01259652,0.0002094246,0.0009784633,0.00001529795,0.0002732749,0.0006523387,0.0003224981,0.0001206594,0.000822303,0.00002955334],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978438,0.000814874,0.0008997847,0.0004219787,0.0002158382,0.01770016,0.0004065449,0.00005695335,0.001045906],"genre_scores_gemma":[0.9274093,0.0005694402,0.006251952,0.0005974806,0.0002262106,0.06267691,0.0004256515,0.00001484572,0.001828306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01023429,"threshold_uncertainty_score":0.05412477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0265566727102402,"score_gpt":0.393371644581782,"score_spread":0.3668149718715418,"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."}}