{"id":"W2976839264","doi":"10.2196/13229","title":"A Hospital-Community-Family–Based Telehealth Program for Patients With Chronic Heart Failure: Single-Arm, Prospective Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Medicine; Heart failure; Prospective cohort study; Telemedicine; Physical therapy; Medical emergency; Health care; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009098626,0.0004474698,0.0008962549,0.0002073443,0.0005802461,0.00005629404,0.0001138314,0.0001295506,0.00002495641],"category_scores_gemma":[0.00004082546,0.0003317145,0.0001049119,0.0004417921,0.0001107818,0.0001621226,0.00006008275,0.000615448,0.00002523361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213636,"about_ca_system_score_gemma":0.001132478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005522721,"about_ca_topic_score_gemma":0.0007434695,"domain_scores_codex":[0.9966992,0.0003369687,0.0005900717,0.0007657334,0.0005316715,0.0010764],"domain_scores_gemma":[0.9975542,0.000172037,0.0002493846,0.0009023124,0.0003214712,0.0008005578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002141654,0.03789933,0.9418989,0.004553579,0.00008788177,0.000002292497,0.001265985,0.000001045027,0.000003253609,0.0000584705,0.002560693,0.009526935],"study_design_scores_gemma":[0.01936496,0.1330704,0.8322429,0.0001949301,0.0001961367,0.000001535349,0.001081448,0.00006397296,0.000005036398,0.00003638829,0.01347716,0.000265181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524479,0.0001505826,0.00003168884,0.00697791,0.0001527477,0.03974732,0.00003320224,0.0003170976,0.0001415467],"genre_scores_gemma":[0.9887763,0.00001132155,0.006533314,0.001390328,0.0001196292,0.002763796,0.0002070663,0.00007159299,0.0001266229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.109656,"threshold_uncertainty_score":0.9999135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0328855477861675,"score_gpt":0.3510033127974644,"score_spread":0.3181177650112969,"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."}}