{"id":"W2768681298","doi":"10.1093/pch/pxx148","title":"Paediatric vision screening in the primary care setting in Ontario","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; Canada Foundation for Innovation","keywords":"Medicine; Family medicine; Reimbursement; Intervention (counseling); Primary care; Pediatrics; Nursing; Health care","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001683162,0.0002015979,0.000439914,0.0003053264,0.00101515,0.00004378966,0.0002809435,0.0001403131,0.00001218827],"category_scores_gemma":[0.0002565838,0.0001482101,0.00009774842,0.0002321916,0.00006897676,0.0001585747,0.0002048172,0.001165557,0.00001474326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004177764,"about_ca_system_score_gemma":0.000528763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.020243,"about_ca_topic_score_gemma":0.0246264,"domain_scores_codex":[0.9980019,0.0001860942,0.0004883325,0.0003643966,0.0003584063,0.0006008973],"domain_scores_gemma":[0.9987634,0.0002350005,0.0003191396,0.0005189999,0.00004635291,0.0001170384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008558819,0.0002453997,0.9779254,0.0003020231,0.000007806148,0.00007946728,0.009838198,0.000005164918,2.400884e-7,0.00002973264,0.0006094365,0.01087151],"study_design_scores_gemma":[0.002071657,0.0008341575,0.9939507,0.000211917,0.00002830485,0.00005089957,0.0015564,0.00001507376,3.757448e-7,0.00004643821,0.001108136,0.0001259041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671566,0.008456156,0.00001346258,0.01342301,0.0003292594,0.0009545505,0.000006306143,0.00002794189,0.009632669],"genre_scores_gemma":[0.9938442,0.001017765,0.0007285163,0.003753607,0.0004912727,0.00002587681,0.00006389763,0.00001783289,0.00005704939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02668753,"threshold_uncertainty_score":0.9931716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134832681448982,"score_gpt":0.3526691888055881,"score_spread":0.3213208619910983,"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."}}