{"id":"W4402990035","doi":"10.60087/jklst.v2.n3.p233","title":"E-Health Implementation Challenges: A Comprehensive Review of Digital Healthcare in the United States","year":2024,"lang":"en","type":"review","venue":"Journal of Knowledge Learning and Science Technology ISSN 2959-6386 (online)","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Health care; Digital health; Computer science; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002423921,0.0004021595,0.001880129,0.004002613,0.0002096363,0.00007173609,0.001076932,0.0002673022,0.00001801257],"category_scores_gemma":[0.0003842097,0.0002633663,0.0003553788,0.004933474,0.001011417,0.0002416458,0.0002788005,0.00247199,0.00003633022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003797812,"about_ca_system_score_gemma":0.001024045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004711104,"about_ca_topic_score_gemma":0.0001160267,"domain_scores_codex":[0.9951701,0.0006705648,0.002562344,0.0005156691,0.0004465602,0.0006347331],"domain_scores_gemma":[0.9961286,0.0004544796,0.002246234,0.0003623367,0.0006323094,0.0001761082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004911468,0.0003784822,0.00004606646,0.06309222,0.00007097984,0.00003844061,0.001811331,1.615944e-7,4.576493e-8,0.002427687,0.0008638335,0.9312658],"study_design_scores_gemma":[0.0002397298,0.0020564,0.00006513357,0.1429857,0.0001742538,0.001329472,0.0207789,0.000005642057,8.550607e-8,0.0008896268,0.8312938,0.0001812855],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008369493,0.9791747,0.000006223573,0.01808542,0.0007210189,0.0007865098,0.0001585865,0.00004956985,0.0001810344],"genre_scores_gemma":[0.003879084,0.995409,0.00009843453,0.0001922502,0.0000820176,0.00003522409,0.0001374165,0.00003534379,0.0001312618],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9310846,"threshold_uncertainty_score":0.9999819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1579171481728601,"score_gpt":0.5324796359934536,"score_spread":0.3745624878205935,"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."}}