{"id":"W4403848796","doi":"10.1177/08404704241294255","title":"From fragmentation to functionality: Enhancing coherence of digital health integration in health systems","year":2024,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Schwartz/Reisman Emergency Medicine Institute; University of Toronto; Nova Scotia Health Authority","funders":"","keywords":"Digital health; Health care; Pace; Fragmentation (computing); Health policy; Public relations; Telemedicine; Computer science; Knowledge management; Medicine; Business; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.07069632,0.0007529315,0.000999017,0.004197338,0.01067204,0.01606959,0.003060782,0.002855381,0.004355025],"category_scores_gemma":[0.1174139,0.001145087,0.001117908,0.002767013,0.05136289,0.02906067,0.03814334,0.00613164,0.0004294369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01285579,"about_ca_system_score_gemma":0.0229323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004455921,"about_ca_topic_score_gemma":0.004836191,"domain_scores_codex":[0.9329484,0.05308665,0.002709631,0.002629448,0.006004353,0.002621535],"domain_scores_gemma":[0.8620251,0.09727787,0.007913389,0.01776641,0.008821712,0.006195518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000105104,0.0001541482,0.01078339,0.001316221,0.0001128507,0.0004225652,0.4470648,0.001139335,0.001828253,0.3904802,0.004339272,0.1422539],"study_design_scores_gemma":[0.0001198779,0.0007459534,0.01398897,0.003029923,0.0001656638,0.000883762,0.358354,0.002962666,0.001745352,0.4826613,0.1351999,0.0001426191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3643761,0.004584951,0.334122,0.1268415,0.0007152625,0.001679717,0.0001044326,0.0007412809,0.1668347],"genre_scores_gemma":[0.960274,0.0005232589,0.03578511,0.001444255,0.00008299801,0.0003211688,0.00003662007,0.00008384488,0.001448622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07069632,"threshold_uncertainty_score":0.3738824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03739132623231412,"score_gpt":0.3723391437285425,"score_spread":0.3349478174962284,"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."}}