{"id":"W4387765084","doi":"10.22605/rrh8236","title":"Innovative shortcuts and initiatives in primary health care for rural/remote localities: a scoping review on how to overcome the COVID-19 pandemic","year":2023,"lang":"en","type":"review","venue":"Rural and Remote Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Pandemic; Context (archaeology); Scope (computer science); Rural area; Health care; Political science; Restructuring; Public relations; Economic growth; Medicine; Geography; Coronavirus disease 2019 (COVID-19); Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002279,0.000565886,0.003292609,0.0004992349,0.0004408385,0.00003058978,0.000126524,0.0001766854,0.000005346491],"category_scores_gemma":[0.0007418572,0.0003408864,0.0001392645,0.001300398,0.0001242358,0.00008914671,0.0001120616,0.0007520404,0.000003232842],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001648409,"about_ca_system_score_gemma":0.005870917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00216525,"about_ca_topic_score_gemma":0.001336719,"domain_scores_codex":[0.9958509,0.0006779459,0.001627907,0.0005744037,0.0004246343,0.0008442339],"domain_scores_gemma":[0.9965559,0.001311709,0.000891141,0.0003586683,0.0001426854,0.0007399571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004082322,0.000006782355,0.00003138646,0.3897261,0.00003335824,0.000004630545,0.002208728,4.334106e-8,1.735404e-8,0.00003060489,0.002977659,0.6049399],"study_design_scores_gemma":[0.001312434,0.002021658,0.0006231587,0.5069231,0.0001117071,0.0001925567,0.003358693,0.000003907255,2.113006e-8,0.0000549566,0.4851033,0.0002944409],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000707927,0.9099213,0.0003606848,0.07335581,0.0001682372,0.01570085,0.000298257,0.00009850626,0.00002555826],"genre_scores_gemma":[0.00001903775,0.8699179,0.0004581458,0.1277923,0.0002776826,0.0001149888,0.001266271,0.00006765721,0.0000860596],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6046455,"threshold_uncertainty_score":0.9999043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1780710341862151,"score_gpt":0.4917266766399868,"score_spread":0.3136556424537716,"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."}}