{"id":"W4409558696","doi":"10.2196/64582","title":"Advancing Regional and Remote Health Care With Virtual Hospital Implementation: Rapid Review","year":2025,"lang":"en","type":"review","venue":"JMIR Human Factors","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Health care; Computer science; World Wide Web; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01673402,0.001460811,0.00403943,0.01667135,0.001178525,0.005777214,0.003172107,0.002965085,0.005995963],"category_scores_gemma":[0.05962774,0.001110376,0.005307674,0.01741878,0.001023681,0.005608552,0.003192143,0.002003471,0.0008006091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006527133,"about_ca_system_score_gemma":0.02904924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006683243,"about_ca_topic_score_gemma":0.01996102,"domain_scores_codex":[0.9872375,0.004590944,0.004257894,0.0006187142,0.00278379,0.0005111872],"domain_scores_gemma":[0.9342142,0.04650137,0.007905512,0.001026622,0.009537506,0.0008148729],"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":[0.00006393093,0.00002129015,0.0002889654,0.875291,0.001159716,0.0001458134,0.0008087925,0.0001115444,0.000171142,0.001012805,0.005476785,0.1154482],"study_design_scores_gemma":[0.00003860501,0.00007700532,0.0008578321,0.9377391,0.005170162,0.0002443162,0.0005989948,0.00004816044,0.0001005352,0.0003804513,0.05472216,0.00002257493],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004993356,0.9956236,0.0003469699,0.001000344,0.0003917897,0.0007114179,0.0001960627,0.00001788848,0.001212631],"genre_scores_gemma":[0.003829791,0.9926733,0.001484102,0.0008255683,0.0001359153,0.000764251,0.0001105079,0.000007008144,0.0001695183],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01673402,"threshold_uncertainty_score":0.08849901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04355438413637284,"score_gpt":0.4422904085318114,"score_spread":0.3987360243954385,"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."}}