{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000664537,0.0001560271,0.0002236384,0.0004138829,0.001971714,0.000762977,0.0005211607,0.0003450301,0.003135339],"category_scores_gemma":[0.002962164,0.0002981659,0.0002415753,0.001691535,0.0007102715,0.000351536,0.0006753181,0.0004200445,0.0002128263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0159607,"about_ca_system_score_gemma":0.0270198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9489285,"about_ca_topic_score_gemma":0.9766524,"domain_scores_codex":[0.9983164,0.0001810697,0.00009212123,0.0001769371,0.0007721069,0.000461369],"domain_scores_gemma":[0.9967895,0.000245781,0.001248469,0.00005105834,0.0007245772,0.0009405353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003309235,0.00005638978,0.985084,0.0002469279,0.00001921373,0.000698175,0.003844474,0.00008077855,0.0003041312,0.00009770581,0.002621441,0.00691374],"study_design_scores_gemma":[0.000007491501,0.00004164357,0.9971072,0.00005244482,0.000006095574,0.0001469853,0.001356799,0.0000480858,0.00002143819,0.000008753792,0.001200092,0.000002948785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883714,0.00147313,0.0000849365,0.001850162,0.00002274735,0.00009249448,0.001174408,0.00001727108,0.006913446],"genre_scores_gemma":[0.9974608,0.0009363071,0.0002118234,0.000319734,0.00001432328,0.00003604435,0.0002919212,0.000002468312,0.0007265991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05107147,"threshold_uncertainty_score":0.1158035,"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."}}