{"id":"W3131130066","doi":"10.2196/24646","title":"Voice Interface Technology Adoption by Patients With Heart Failure: Pilot Comparison Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Telehealth; Interface (matter); Medicine; mHealth; Telemedicine; Computer science; Medical emergency; Health care; Multimedia; Psychology; Nursing; Psychological intervention","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":[0.003537567,0.0008733922,0.001268292,0.001442706,0.001313165,0.00107109,0.0006842049,0.001387203,0.004463792],"category_scores_gemma":[0.006165809,0.0005442413,0.00168813,0.001091695,0.0009470594,0.00212191,0.001418314,0.001470264,0.0008419605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008817864,"about_ca_system_score_gemma":0.001001691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002451627,"about_ca_topic_score_gemma":0.003496484,"domain_scores_codex":[0.9978949,0.001040118,0.0002437298,0.000278067,0.0002320509,0.0003110495],"domain_scores_gemma":[0.9944836,0.00183736,0.00122381,0.0003725911,0.0007556899,0.00132691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0676048,0.0820876,0.807303,0.0006743759,0.0013731,0.0008604831,0.009657125,0.0002881777,0.001806298,0.0002467081,0.001054726,0.02704362],"study_design_scores_gemma":[0.013141,0.1497068,0.8251968,0.00008227205,0.0006446096,0.0004222314,0.008099794,0.0008306601,0.0003757195,0.0001704829,0.001227713,0.0001020842],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990703,0.00007145209,0.0000609837,0.00002360214,0.00000970667,0.0004227127,0.0001226048,0.000002240353,0.0002163731],"genre_scores_gemma":[0.9977325,0.0001239561,0.0002744229,0.0001128718,0.00004848916,0.001083868,0.0003351613,0.000002474711,0.0002861356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004463792,"threshold_uncertainty_score":0.01870865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0527930561717636,"score_gpt":0.4424630430947367,"score_spread":0.3896699869229731,"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."}}