{"id":"W4415782124","doi":"10.1007/978-3-031-96286-8_28","title":"Digital Health Systems in Integrated Care","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Lunenfeld-Tanenbaum Research Institute; Public Health Ontario; University of Toronto","funders":"","keywords":"eHealth; Digital health; Health care; Integrated care; Commission; HRHIS; Digital transformation; Telemedicine; Information system; Service delivery framework","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006770733,0.0005812099,0.0002825034,0.001126677,0.001016416,0.005515744,0.0006475149,0.00181392,0.03851465],"category_scores_gemma":[0.001171668,0.0003111235,0.0002090584,0.002244118,0.002150416,0.006025446,0.00225503,0.002097125,0.007143442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00324478,"about_ca_system_score_gemma":0.002139125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003076572,"about_ca_topic_score_gemma":0.006262019,"domain_scores_codex":[0.9995252,0.0001849915,0.00001734825,0.00003985471,0.00017844,0.00005414923],"domain_scores_gemma":[0.999647,0.0002363628,0.00001683706,0.00003469214,0.00003838418,0.00002673453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004418485,0.00002613312,0.00005836715,0.0001398435,0.000003268321,0.00004507198,0.0006260771,0.0004205963,0.0001029121,0.7658819,0.1230809,0.1096105],"study_design_scores_gemma":[0.000003497187,0.00001075939,0.0001739485,0.0002601232,0.000003342556,0.0001017097,0.0005038704,0.0004573714,0.0001187134,0.1339027,0.8644589,0.000005172679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007130189,0.02276598,0.006730635,0.006178075,0.001300814,0.00003916429,0.00005035081,0.00006726672,0.9621549],"genre_scores_gemma":[0.03308659,0.04110721,0.007510792,0.004416497,0.001436583,0.0001175496,0.000153213,0.0001054771,0.9120659],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03851465,"threshold_uncertainty_score":0.1288443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937512306417309,"score_gpt":0.3414796388763888,"score_spread":0.3121045158122158,"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."}}