{"id":"W4389613929","doi":"10.19052/sv.vol21.iss2.4","title":"Prevalencia de astenopia en niños escolares de 6 a 17 años, por el uso de pantallas digitales durante la pandemia por covid-19 (2020-2022): revisión sistemática","year":2023,"lang":"es","type":"article","venue":"Ciencia y Tecnología para la Salud Visual y Ocular","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Medicine; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004718136,0.0006977904,0.001233434,0.005810521,0.0008514017,0.001919545,0.001000819,0.0008418174,0.005934618],"category_scores_gemma":[0.01362991,0.0005280796,0.001881356,0.005432667,0.0008110265,0.001825557,0.001522366,0.001092045,0.0008641795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677883,"about_ca_system_score_gemma":0.003887561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0284247,"about_ca_topic_score_gemma":0.03668469,"domain_scores_codex":[0.9956749,0.001122294,0.001159762,0.0005503657,0.00126501,0.0002275801],"domain_scores_gemma":[0.9872398,0.003986546,0.003735023,0.0005250165,0.004147303,0.000366265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001412401,0.0001803782,0.7178873,0.02422298,0.001523148,0.0005551104,0.003226747,0.000246379,0.001034935,0.001753282,0.01335035,0.2346069],"study_design_scores_gemma":[0.0001037051,0.0008054124,0.893051,0.02835456,0.003168887,0.002489793,0.00537971,0.0005681595,0.001480153,0.001071154,0.0633911,0.0001364056],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4937761,0.395966,0.007672181,0.009255582,0.002667965,0.001733648,0.05242195,0.0003621904,0.03614436],"genre_scores_gemma":[0.7496091,0.208682,0.01204544,0.002407497,0.0009357846,0.001906177,0.0171502,0.00008597472,0.007177883],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0284247,"threshold_uncertainty_score":0.0565185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774637516918299,"score_gpt":0.3687562650663374,"score_spread":0.3510098898971544,"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."}}