{"id":"W4409352974","doi":"10.1089/tmj.2024.0565","title":"Assessing the Impact of Telemedicine Interventions on Health Care Costs and Utilization: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Telemedicine Journal and e-Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Telemedicine; Psychological intervention; Health care; Medicine; Nursing; Economic growth; Economics","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":[0.03448627,0.002272047,0.008683157,0.02407278,0.001200805,0.005537469,0.002954249,0.003442536,0.005952782],"category_scores_gemma":[0.1380065,0.001745271,0.01295422,0.01943078,0.001339904,0.004068136,0.002747567,0.002209864,0.0005142248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0080036,"about_ca_system_score_gemma":0.02313552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007738427,"about_ca_topic_score_gemma":0.01267437,"domain_scores_codex":[0.9708245,0.01186382,0.009506329,0.001350248,0.005807261,0.0006478974],"domain_scores_gemma":[0.8830945,0.09395669,0.01225584,0.00140052,0.00877933,0.0005131211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002307037,0.00006409881,0.0007983242,0.8794151,0.007605874,0.0000713844,0.0002999334,0.000319205,0.0001353226,0.0005883223,0.001580715,0.108891],"study_design_scores_gemma":[0.0000858882,0.0001848235,0.001963931,0.9592687,0.02719895,0.0001120303,0.0002632408,0.000149715,0.0002085119,0.0003318553,0.01020897,0.00002339481],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001243986,0.9951665,0.0005514986,0.000622235,0.0002040138,0.001130855,0.0003761595,0.00001442863,0.0006903128],"genre_scores_gemma":[0.0120027,0.9835991,0.001316041,0.0004715299,0.0001420193,0.002083926,0.0002680822,0.000008456294,0.0001080477],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03448627,"threshold_uncertainty_score":0.1823831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2662207741387188,"score_gpt":0.5980536429670968,"score_spread":0.3318328688283781,"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."}}