{"id":"W4405218847","doi":"10.2196/65734","title":"Home Automated Telemanagement System for Individualized Exercise Programs: Design and Usability Evaluation","year":2024,"lang":"en","type":"article","venue":"JMIR Biomedical Engineering","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Preprint; Usability; Computer science; Human–computer interaction; 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":[0.004166774,0.0006624938,0.0006505954,0.0007455272,0.0002973937,0.0004672644,0.0006768735,0.0004931535,0.001665456],"category_scores_gemma":[0.00486346,0.0002942241,0.0005419212,0.0003756685,0.0003471464,0.0005271567,0.0004437602,0.0002389922,0.0001984166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004310433,"about_ca_system_score_gemma":0.0005628046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001509564,"about_ca_topic_score_gemma":0.0017649,"domain_scores_codex":[0.9979789,0.001143549,0.000242196,0.0001715296,0.0003552321,0.0001086642],"domain_scores_gemma":[0.9960728,0.001935461,0.0002006741,0.0002258439,0.001416752,0.0001485768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01071193,0.0297074,0.06678385,0.005969619,0.0007076467,0.001234614,0.008975653,0.01583288,0.2484876,0.0007078707,0.003494122,0.6073869],"study_design_scores_gemma":[0.005379898,0.2092233,0.4809581,0.0006745958,0.002319504,0.002494778,0.005664834,0.1256455,0.1502395,0.0004124057,0.01644307,0.0005445145],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749939,0.0003091304,0.02054167,0.00004308523,0.00002150935,0.002982117,0.0001397271,0.0002340533,0.0007346564],"genre_scores_gemma":[0.9154754,0.0003693674,0.07867005,0.00005672876,0.00002518834,0.003624998,0.0003978395,0.00005650383,0.001323982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004166774,"threshold_uncertainty_score":0.02203625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03956571258530627,"score_gpt":0.3653000240640153,"score_spread":0.3257343114787091,"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."}}