{"id":"W4379799708","doi":"10.3390/epidemiologia4020019","title":"Restrictions on Hospital Referrals from Long-Term Care Homes in Madrid and COVID-19 Mortality from March to June 2020: A Systematic Review of Studies Conducted in Spain","year":2023,"lang":"en","type":"review","venue":"Epidemiologia","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Triage; Referral; Coronavirus disease 2019 (COVID-19); Government (linguistics); Directive; Public health; Family medicine; Gerontology; Emergency medicine; Disease; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006039334,0.0006614267,0.008993869,0.0006223282,0.0001894168,0.000007240447,0.0004818985,0.0008010656,0.00008876192],"category_scores_gemma":[0.04992145,0.0004749217,0.0004225874,0.001698255,0.0001395296,0.00005028832,0.0004223149,0.001482782,0.0001335016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515466,"about_ca_system_score_gemma":0.0008922285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102622,"about_ca_topic_score_gemma":0.006334486,"domain_scores_codex":[0.9810219,0.01252281,0.004315478,0.001136182,0.0003191663,0.0006844045],"domain_scores_gemma":[0.9706058,0.02580116,0.001903603,0.00119865,0.0002018436,0.0002889563],"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":[0.00001558022,0.00004612341,0.01293134,0.9443445,0.0003876751,0.000107914,0.001725022,0.000001239032,6.931484e-8,0.00002510741,0.03944682,0.0009685946],"study_design_scores_gemma":[0.0003790369,0.0001546202,0.04911941,0.9383822,0.001483521,0.000001131346,0.005668192,4.352039e-7,1.83627e-8,0.000294847,0.004055162,0.000461433],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00603142,0.9780413,0.000006805047,0.002753782,0.001776303,0.009178354,0.002073006,0.0001202445,0.00001879271],"genre_scores_gemma":[0.0001805768,0.9939129,0.00009674231,0.0006704748,0.0002557647,0.002550074,0.002043304,0.00005905309,0.000231092],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04388211,"threshold_uncertainty_score":0.9997702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3412140588755884,"score_gpt":0.5503679572120134,"score_spread":0.209153898336425,"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."}}