{"id":"W3087842545","doi":"10.1016/j.arcped.2020.08.013","title":"Effects of visual disorders on the academic achievement of French secondary school students","year":2020,"lang":"en","type":"article","venue":"Archives de Pédiatrie","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Orthoptic; Visual acuity; Visual impairment; Medicine; Population; Psychology; Optometry; Psychiatry; Ophthalmology; Strabismus","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":[],"consensus_categories":[],"category_scores_codex":[0.0001255274,0.0001340038,0.0002853046,0.00005610016,0.00006396444,0.000002077065,0.0001902218,0.00005376944,0.00006500386],"category_scores_gemma":[0.0003626725,0.00009053785,0.0001168257,0.0001138107,0.0002174983,0.00001933987,0.0001807095,0.0004651463,0.0000195522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009166532,"about_ca_system_score_gemma":0.00007665862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000984548,"about_ca_topic_score_gemma":3.397441e-7,"domain_scores_codex":[0.9989872,0.0001516364,0.0002543418,0.0001732318,0.0002253813,0.0002082263],"domain_scores_gemma":[0.9987862,0.0008477088,0.0001202531,0.0001090124,0.000008982939,0.0001278925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000567904,0.0008265597,0.9842802,0.0005390348,0.0003802521,0.000009253999,0.002682514,0.00000462283,0.007940712,0.0002252076,0.0008546844,0.001689059],"study_design_scores_gemma":[0.001781542,0.005570152,0.980692,0.0001008916,0.0001808596,0.000001702214,0.0002944384,0.00003963701,0.01031349,0.0007031438,0.0002468891,0.00007522071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934214,0.0007910785,0.00003861193,0.003919932,0.00005134615,0.0005779027,0.000009104376,0.00001688383,0.001173769],"genre_scores_gemma":[0.9971904,0.0006404106,0.00005553706,0.001859583,0.00009254054,0.00002299263,0.000004716017,0.00001191498,0.0001218919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004743593,"threshold_uncertainty_score":0.3692026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482493319159043,"score_gpt":0.3285341159578831,"score_spread":0.3137091827662927,"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."}}