{"id":"W2782183113","doi":"","title":"Vision health, screening critical for academic success of schoolchildren","year":2018,"lang":"en","type":"article","venue":"˜The œNation's health","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dyslexia; Quarter (Canadian coin); Psychology; Learning disability; Attention deficit hyperactivity disorder; Attention deficit disorder; Developmental psychology; Optometry; Medicine; Psychiatry; Reading (process); History; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.003792045,0.0001272673,0.0003991061,0.0002237015,0.0008756401,0.000009948701,0.0002156566,0.0002029867,0.0001113834],"category_scores_gemma":[0.0005504708,0.00009512023,0.00007230835,0.0004003019,0.0004049857,0.0001261651,0.00006010994,0.0007390699,0.00004043977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001616414,"about_ca_system_score_gemma":0.001524859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008386501,"about_ca_topic_score_gemma":0.0000925385,"domain_scores_codex":[0.997423,0.0003881326,0.0006675846,0.0003232823,0.000499826,0.0006981688],"domain_scores_gemma":[0.9975908,0.0008242701,0.0002104878,0.0003186006,0.0005895974,0.0004662514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007642954,0.001703239,0.2802798,0.01131888,0.0001884239,0.00001007415,0.005355384,0.00001058178,0.000290703,0.08911539,0.1054463,0.4986382],"study_design_scores_gemma":[0.005851967,0.02022819,0.9252148,0.001722455,0.00004129586,0.0004579965,0.0007343909,0.01090525,0.0003537775,0.007756737,0.02641435,0.0003188252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4745755,0.004726404,0.0419218,0.4714594,0.001118625,0.004969391,0.000126954,0.0001475242,0.0009544497],"genre_scores_gemma":[0.9872652,0.0002010952,0.002912826,0.008065136,0.00109505,0.00005537689,0.0000632521,0.00002649237,0.0003155256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6449349,"threshold_uncertainty_score":0.6734804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2124300417473,"score_gpt":0.5762264748867675,"score_spread":0.3637964331394675,"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."}}