{"id":"W4386998764","doi":"10.3390/vision7040063","title":"Screen Time at 6 Years Old and Visual Function in Early Adolescence","year":2023,"lang":"en","type":"article","venue":"Vision","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université du Québec à Montréal","funders":"Fondation de France; Institut National de la Santé et de la Recherche Médicale; CHIST-ERA; Agence Nationale de la Recherche","keywords":"Contrast (vision); Early childhood; Visual acuity; Association (psychology); Medicine; Screen time; Developmental psychology; Audiology; Psychology; Ophthalmology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002104087,0.0000359875,0.00005253521,0.0001368557,0.0000883437,0.00003318587,0.00005075977,0.00007368092,0.00003934545],"category_scores_gemma":[0.00005424522,0.00003683491,0.00001028653,0.0004665681,0.0000727502,0.0001453727,0.00009998767,0.00004532329,0.0008709548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003444019,"about_ca_system_score_gemma":0.00001418015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002715193,"about_ca_topic_score_gemma":0.0003379909,"domain_scores_codex":[0.999495,0.00001816457,0.0000683823,0.0001358381,0.0001433139,0.0001392863],"domain_scores_gemma":[0.9998756,0.00002880299,0.00001622445,0.00003863152,0.000008595032,0.00003215915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007817337,0.00004113282,0.5393783,0.000004003838,0.000003531284,0.00002327846,0.002765762,8.257832e-7,0.002239634,0.0044011,0.009123526,0.4419407],"study_design_scores_gemma":[0.0001482921,0.00006204196,0.9907619,0.00002205944,7.172465e-7,1.689475e-7,0.00009269392,0.00006153159,0.00004105525,0.001152177,0.00760094,0.00005645608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924554,0.00001846139,0.000005448036,0.0003596943,0.00006010043,0.00007548715,8.933989e-7,0.0001553648,0.006869206],"genre_scores_gemma":[0.9945124,0.00004362057,0.00001430933,0.00005126261,0.00002636398,0.000001102109,0.000006054096,0.000003631228,0.005341276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4513835,"threshold_uncertainty_score":0.999907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187085340738004,"score_gpt":0.2837672259278329,"score_spread":0.2718963725204529,"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."}}