{"id":"W3120861525","doi":"10.2196/22135","title":"Implementing Mobile Health–Enabled Integrated Care for Complex Chronic Patients: Intervention Effectiveness and Cost-Effectiveness Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Integrated care; eHealth; Medicine; mHealth; Health care; Telemedicine; Chronic care; Cost effectiveness; Physical therapy; Psychological intervention; Family medicine; Nursing; Chronic disease","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":[0.007004923,0.002127979,0.002986447,0.002013749,0.0005520278,0.001479728,0.00102043,0.001996113,0.00411575],"category_scores_gemma":[0.01192623,0.0006946741,0.005880439,0.001702403,0.001156036,0.001553681,0.002074343,0.001574678,0.0002020911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004785453,"about_ca_system_score_gemma":0.003836227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003877435,"about_ca_topic_score_gemma":0.00341662,"domain_scores_codex":[0.9875746,0.008700732,0.0009012108,0.0007515776,0.001065913,0.001005996],"domain_scores_gemma":[0.9934155,0.00329547,0.00160905,0.0002791176,0.0004270265,0.0009738457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5422382,0.174654,0.03041068,0.01071012,0.0216487,0.0002841509,0.0004774151,0.007007841,0.001370411,0.0008536072,0.0009586922,0.2093861],"study_design_scores_gemma":[0.4112978,0.5138473,0.05081077,0.001163061,0.01353795,0.0001548323,0.0004093605,0.006511379,0.0005820189,0.0003816879,0.001209279,0.00009460781],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796219,0.005037008,0.001112309,0.0003740694,0.0001457678,0.01152761,0.0006925903,0.00003335392,0.001455402],"genre_scores_gemma":[0.9832776,0.002211701,0.002825632,0.0002552922,0.0002200804,0.01052673,0.0004128209,0.000005146009,0.0002649194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007004923,"threshold_uncertainty_score":0.03704596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08156912813397811,"score_gpt":0.5022060538559641,"score_spread":0.420636925721986,"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."}}