{"id":"W1549412288","doi":"10.1111/j.1444-0938.2011.00650.x","title":"Bifocals in Down syndrome study (BiDS): analysis of video recorded sessions of literacy and visual perceptual skills","year":2011,"lang":"en","type":"article","venue":"Clinical and Experimental Optometry","topic":"Reading and Literacy Development","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Waterloo","funders":"University of Waterloo","keywords":"Audiology; Repeated measures design; Psychology; Literacy; Accommodation; Population; Perception; Longitudinal study; Medicine; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007594937,0.0001871168,0.0008899685,0.0007868246,0.00004021951,0.00001514922,0.000129129,0.0001519532,0.001640119],"category_scores_gemma":[0.00008314718,0.0001497011,0.000157479,0.001096726,0.0003171061,0.0001223413,0.0001767656,0.0001991933,0.00001380899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001355911,"about_ca_system_score_gemma":0.0000141123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002239284,"about_ca_topic_score_gemma":0.000002121366,"domain_scores_codex":[0.9974996,0.0003339609,0.001255972,0.0005135641,0.0001726453,0.000224262],"domain_scores_gemma":[0.9987938,0.0005280424,0.0002236032,0.0002418004,0.00003507368,0.0001776359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00030157,0.006216306,0.9555829,0.00001051659,0.0007194221,0.00003490467,0.0290914,1.317074e-7,0.0003332785,0.00002485861,0.00003468007,0.007650039],"study_design_scores_gemma":[0.001770054,0.001512539,0.9833848,0.00006544559,0.0001604864,0.00001127261,0.01235032,0.00002801916,0.0004951688,0.00001052304,0.00003904798,0.0001723119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997751,0.0005675909,0.00001203352,0.000008226993,0.000307624,0.0002407937,0.0000184433,0.00001448099,0.001079803],"genre_scores_gemma":[0.9986047,0.00003933136,0.0008335105,0.00006988089,0.00001690344,0.00003108649,0.00001395265,0.00001261395,0.0003780707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02780192,"threshold_uncertainty_score":0.9992725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04229326635015179,"score_gpt":0.4577108158018583,"score_spread":0.4154175494517065,"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."}}