{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007512106,0.000118814,0.0003232329,0.0003097151,0.00006589155,0.00000760211,0.00004442158,0.00009580361,0.00001009763],"category_scores_gemma":[0.00006122834,0.0001028592,0.00007246234,0.0003670968,0.00003439469,0.00004136352,0.00003925497,0.000131302,0.00000131163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002474931,"about_ca_system_score_gemma":0.0001794432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002724199,"about_ca_topic_score_gemma":0.000125323,"domain_scores_codex":[0.9989617,0.00002818731,0.0003202873,0.0002587926,0.0001550923,0.0002758822],"domain_scores_gemma":[0.9995105,0.00004186069,0.00005712926,0.0002380651,0.00009931632,0.00005309352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006422235,0.0001568801,0.621725,0.002562511,0.0003069815,0.0000294152,0.008514737,0.00005636751,0.02334457,0.001213209,0.02881808,0.3126301],"study_design_scores_gemma":[0.01049077,0.002562074,0.1149543,0.001534727,0.0002528987,0.00004181897,0.04867044,0.0004645591,0.07331096,0.0009038071,0.7463543,0.0004593219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881523,0.001336108,0.001385968,0.005894711,0.0002497965,0.002436521,0.00001529786,0.00007398834,0.0004553157],"genre_scores_gemma":[0.9896894,0.000007010271,0.009206371,0.000631266,0.0001076029,0.0002615526,0.00005239385,0.00001106792,0.00003335197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7175362,"threshold_uncertainty_score":0.4194478,"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."}}