{"id":"W3023629377","doi":"10.2196/15688","title":"Economic Advantages of Telehealth and Virtual Health Practitioners: Return on Investment Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR Perioperative Medicine","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Townsville Hospital and Health Service","keywords":"Telehealth; Workforce; Metropolitan area; Rural area; Telemedicine; Rural health; Health care; Videoconferencing; Service (business); Return on investment; Nursing; Medicine; Business; Marketing; Economic growth; Multimedia; Computer science","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":[0.004445586,0.0006783185,0.0006646116,0.002385972,0.0003148114,0.002405879,0.0008075017,0.0008700893,0.005510461],"category_scores_gemma":[0.01583419,0.0003768809,0.001563156,0.002109057,0.0006118177,0.00230288,0.001095326,0.001210225,0.0002625215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00532603,"about_ca_system_score_gemma":0.001736695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005911366,"about_ca_topic_score_gemma":0.00437155,"domain_scores_codex":[0.9970709,0.001321597,0.00009444488,0.0001642403,0.0006201445,0.0007285913],"domain_scores_gemma":[0.9862185,0.01012986,0.001760236,0.0003058329,0.00093278,0.0006528737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00565838,0.00176536,0.4552386,0.0008003667,0.001329959,0.00173077,0.0006900302,0.3274687,0.002009234,0.05753264,0.003799128,0.141977],"study_design_scores_gemma":[0.0003990171,0.009212794,0.4157304,0.0004198815,0.001307794,0.001371876,0.006125107,0.5315071,0.002765011,0.0211724,0.009782187,0.0002064128],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654215,0.001905788,0.01048227,0.001231237,0.00003936478,0.0006360164,0.001423771,0.00003282464,0.01882735],"genre_scores_gemma":[0.9963837,0.000373575,0.001594546,0.00003408808,0.00001409173,0.0001066032,0.0003299347,0.000004915201,0.001158508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005911366,"threshold_uncertainty_score":0.03864324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04157370343104532,"score_gpt":0.393414288493952,"score_spread":0.3518405850629067,"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."}}