{"id":"W3119587736","doi":"10.2196/23775","title":"Spread, Scale-up, and Sustainability of Video Consulting in Health Care: Systematic Review and Synthesis Guided by the NASSS Framework","year":2021,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"NIHR Sheffield Biomedical Research Centre; National Institute for Health and Care Research; University of Waterloo; Economic and Social Research Council; Department of Health and Social Care; Wellcome Trust","keywords":"Sustainability; Scale (ratio); Health care; Psychology; Nursing; Knowledge management; Applied psychology; Medicine; Computer science; Political science; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.09911988,0.002955616,0.01184879,0.043927,0.002254721,0.007831761,0.004181874,0.003663585,0.005264624],"category_scores_gemma":[0.2578574,0.001989943,0.01336797,0.03512534,0.004119934,0.008840099,0.00700487,0.002378202,0.0003804167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01849104,"about_ca_system_score_gemma":0.05888583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01199308,"about_ca_topic_score_gemma":0.03224258,"domain_scores_codex":[0.8927773,0.04720468,0.03921862,0.005825884,0.01318386,0.001789628],"domain_scores_gemma":[0.7847579,0.1768351,0.02075183,0.003785619,0.0127685,0.001101076],"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":[0.0001427608,0.00001926898,0.0007776697,0.9618884,0.00600034,0.0001256399,0.001933567,0.0002225101,0.0001229713,0.00144092,0.0007891147,0.02653667],"study_design_scores_gemma":[0.0001639911,0.0001272583,0.001497405,0.9522829,0.03037212,0.0001466598,0.002313682,0.0001922206,0.0001735825,0.001301047,0.01138617,0.00004290159],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006058845,0.9564739,0.004766494,0.00234398,0.0005066592,0.0252026,0.002836269,0.00007196689,0.001739237],"genre_scores_gemma":[0.1049535,0.7685301,0.03281372,0.002908758,0.0002187089,0.087827,0.001975712,0.00004526204,0.0007271065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09911988,"threshold_uncertainty_score":0.5242023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043896773924951,"score_gpt":0.534919692686787,"score_spread":0.4305300152942918,"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."}}