{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008045009,0.0005431621,0.0003972205,0.001473414,0.002379355,0.002132819,0.0004785392,0.000983305,0.0105916],"category_scores_gemma":[0.00467945,0.0002663981,0.0003753582,0.0005993847,0.0006933134,0.001319249,0.001028239,0.001689733,0.00180431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181044,"about_ca_system_score_gemma":0.003601618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02489403,"about_ca_topic_score_gemma":0.04668718,"domain_scores_codex":[0.9991714,0.0001650882,0.00005899379,0.0001132598,0.0002401779,0.0002512156],"domain_scores_gemma":[0.9970963,0.0002830584,0.0006931127,0.00006262153,0.0008172418,0.001047757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001887136,0.0009967631,0.7031157,0.0005564502,0.00007583317,0.002034826,0.001390876,0.0001012963,0.002084905,0.002138235,0.07635181,0.2109646],"study_design_scores_gemma":[0.00001659674,0.0003285608,0.9584309,0.0005548355,0.00009714741,0.002938086,0.002786843,0.0001066553,0.001494634,0.001622223,0.03159109,0.00003237365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7231095,0.04523158,0.001333458,0.0657144,0.002262084,0.0002806356,0.002758225,0.0007848006,0.1585252],"genre_scores_gemma":[0.9745337,0.007449631,0.002091818,0.002818747,0.0004169086,0.00008754193,0.0007531211,0.00004536577,0.01180314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02489403,"threshold_uncertainty_score":0.04949826,"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."}}