{"id":"W2036311310","doi":"10.2196/mhealth.3789","title":"Patient Engagement With a Mobile Web-Based Telemonitoring System for Heart Failure Self-Management: A Pilot Study","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; mHealth; Telemedicine; Medical emergency; Blood pressure; Physical therapy; Health care; Psychological intervention; Nursing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005286477,0.0009520461,0.0008865399,0.0008624623,0.001340961,0.0009733676,0.0006406082,0.001223802,0.002808096],"category_scores_gemma":[0.006971004,0.0005014691,0.001112609,0.0004626322,0.000927548,0.001136112,0.001091703,0.00149812,0.0006842561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006302816,"about_ca_system_score_gemma":0.001503131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176279,"about_ca_topic_score_gemma":0.001900567,"domain_scores_codex":[0.9971116,0.001694209,0.0001766841,0.0002108016,0.0003039819,0.0005027888],"domain_scores_gemma":[0.9941739,0.002398486,0.0006287987,0.0005317454,0.0007885737,0.001478433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02239139,0.6647013,0.2074955,0.0006988349,0.0003537766,0.00135883,0.0150387,0.0007184477,0.0104793,0.0001505311,0.001074295,0.07553906],"study_design_scores_gemma":[0.008830276,0.7727314,0.2079656,0.00006124314,0.0001823312,0.0004172011,0.005412198,0.001557886,0.00180567,0.00005822599,0.0009108018,0.00006721004],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988559,0.00001263893,0.000130293,0.00002486823,0.000005239438,0.000737614,0.00003390866,0.000006684753,0.0001927386],"genre_scores_gemma":[0.9951783,0.00008536175,0.001283193,0.0001548518,0.00003773213,0.002790926,0.0001517525,0.000004716549,0.0003131289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005286477,"threshold_uncertainty_score":0.02795786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04761004465962951,"score_gpt":0.3417060143383792,"score_spread":0.2940959696787496,"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."}}