{"id":"W2944905993","doi":"10.1093/pch/14.4.246","title":"Vision screening in infants, children and youth","year":2009,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University","keywords":"Psychology; Developmental psychology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0005384678,0.0001497721,0.0003618895,0.0002594869,0.0002159755,0.000009358644,0.00004561361,0.00009740771,0.000007725534],"category_scores_gemma":[0.0001014784,0.0001286454,0.00004072683,0.0003523722,0.00003840066,0.00007736641,0.00004597126,0.0003862682,0.000006663076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003125303,"about_ca_system_score_gemma":0.00005631652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002213092,"about_ca_topic_score_gemma":0.000009399574,"domain_scores_codex":[0.9987662,0.000063493,0.0003195521,0.0002840552,0.0001719184,0.0003947991],"domain_scores_gemma":[0.9994895,0.00004185157,0.0001010363,0.0001457656,0.00002218753,0.0001996794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001201432,0.0003200802,0.9772224,0.00002542214,0.00001172381,0.000005704137,0.001628566,0.000001580073,5.396544e-7,0.0001136451,0.0004786841,0.0200715],"study_design_scores_gemma":[0.001926406,0.002324593,0.9950774,0.0001169969,0.00002707613,0.00008019272,0.0001805316,0.00002619651,0.000001308392,0.00009816801,0.00003569554,0.0001054169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774327,0.01058098,0.00004463201,0.01009391,0.0000797767,0.000486992,0.00001908684,0.00005588078,0.00120605],"genre_scores_gemma":[0.9899262,0.004091621,0.0006637778,0.004889215,0.0003242739,0.000001474861,0.00007138823,0.000009925276,0.0000221862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01996608,"threshold_uncertainty_score":0.5246007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071058362854581,"score_gpt":0.345924146671414,"score_spread":0.3252135630428682,"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."}}