{"id":"W7126334687","doi":"","title":"Prevalencia de astenopia en niños escolares de 6 a 17 años, por el uso de dispositivos digitales durante la pandemia por COVID-19: revisión sistemática","year":2023,"lang":"es","type":"other","venue":"Ciencia Unisalle (Universidad de La Salle)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; MEDLINE; Coronavirus Infections","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.006426739,0.002775967,0.002875822,0.003015483,0.001636656,0.001615849,0.005051838,0.003866429,0.00250675],"category_scores_gemma":[0.007771554,0.003286919,0.001604063,0.003746571,0.003418682,0.001624565,0.001844383,0.002978513,0.002562957],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01248438,"about_ca_system_score_gemma":0.01586351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002837429,"about_ca_topic_score_gemma":0.004232384,"domain_scores_codex":[0.9820809,0.005797972,0.001512809,0.003478974,0.002365561,0.004763762],"domain_scores_gemma":[0.9832365,0.007215253,0.002046058,0.0028551,0.0005601402,0.004086967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00604978,0.005801864,0.2606604,0.02368129,0.01002564,0.06773777,0.07612991,0.005173705,0.1016512,0.06081241,0.3757577,0.006518319],"study_design_scores_gemma":[0.008697107,0.0009928625,0.3484032,0.01155453,0.003785717,0.003507838,0.01712792,0.003981193,0.0002306072,0.001115069,0.5943872,0.006216782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4906796,0.01103835,0.009722741,0.002981532,0.0005151941,0.008712291,0.009959751,0.009234661,0.4571559],"genre_scores_gemma":[0.6982087,0.01621109,0.006553825,0.002795682,0.001323079,0.0003044598,0.0007074809,0.00688463,0.267011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2186295,"threshold_uncertainty_score":0.9996631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078952421379769,"score_gpt":0.2989245780849874,"score_spread":0.2881350538711897,"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."}}