{"id":"W4412738907","doi":"10.2196/68022","title":"Patient Preferences for Using Remote Care Technology in Heart Failure: Discrete Choice Experiment","year":2025,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Computer science; Medicine; World Wide Web","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":[0.02025086,0.001194031,0.001282031,0.000496641,0.001257134,0.002467781,0.001179254,0.003299338,0.01504062],"category_scores_gemma":[0.03441286,0.0008282133,0.001909135,0.0004790424,0.001685006,0.001710934,0.001590203,0.002854344,0.001241959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001107952,"about_ca_system_score_gemma":0.00242957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000468181,"about_ca_topic_score_gemma":0.0005138201,"domain_scores_codex":[0.9846262,0.01061741,0.001408339,0.0009109303,0.001164853,0.001272265],"domain_scores_gemma":[0.935589,0.05512096,0.003943071,0.001298266,0.001455348,0.002593299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.2510204,0.4916086,0.04481291,0.006328032,0.001185726,0.0008321944,0.0302101,0.01369793,0.0275614,0.00763776,0.00410209,0.1210028],"study_design_scores_gemma":[0.09808658,0.7715499,0.05553271,0.0006336136,0.0009835735,0.0001730493,0.008102523,0.02724318,0.01667203,0.009002052,0.01142083,0.0005999357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701413,0.00008128529,0.003691588,0.0004291229,0.0001286381,0.02212226,0.0005732103,0.00003292003,0.002799689],"genre_scores_gemma":[0.8840786,0.0001986138,0.02369094,0.0009644349,0.0001197783,0.08809759,0.0002527745,0.0000101206,0.002586968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02025086,"threshold_uncertainty_score":0.107098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02909407123012575,"score_gpt":0.3890153596857506,"score_spread":0.3599212884556248,"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."}}