{"id":"W2117220671","doi":"10.3109/09273972.2013.786746","title":"Quality of Referrals to a Pediatric Ophthalmology Practice in South Western Ontario","year":2013,"lang":"en","type":"article","venue":"Strabismus","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"McMaster University","keywords":"Referral; Medicine; Esotropia; Pediatric ophthalmology; Optometry; Pediatrics; Family medicine; Strabismus; Ophthalmology","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":[0.0003766605,0.0001513655,0.0001365877,0.0005958842,0.001185646,0.0006486006,0.0006845437,0.0003176796,0.002944761],"category_scores_gemma":[0.004567531,0.0002136845,0.000147084,0.001451658,0.0006466114,0.0003213606,0.0005790457,0.000397204,0.0002086934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009830859,"about_ca_system_score_gemma":0.01205971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7640381,"about_ca_topic_score_gemma":0.8472646,"domain_scores_codex":[0.9987687,0.0001142895,0.0001331889,0.0001728801,0.0005314755,0.0002793086],"domain_scores_gemma":[0.9926529,0.0005698643,0.004289262,0.0001331319,0.001345803,0.001009058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002931774,0.00001812175,0.9910454,0.0000465736,0.000009538913,0.00079308,0.001613942,0.00007054853,0.0003448067,0.0000259294,0.0006338774,0.005368943],"study_design_scores_gemma":[0.000002636627,0.00003118644,0.9968694,0.00003070144,0.000004286248,0.0005580186,0.001665998,0.00007880403,0.00006030999,0.000004458812,0.0006908586,0.00000328379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969649,0.000451052,0.00005805236,0.0004218486,0.000008660701,0.00002193172,0.0003329951,0.00001362707,0.001726987],"genre_scores_gemma":[0.9990146,0.000299764,0.0001220554,0.00006224526,0.000005029671,0.000008316403,0.0001725867,0.000003064602,0.0003123518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2359619,"threshold_uncertainty_score":0.4747031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06709451851668174,"score_gpt":0.3801860363864956,"score_spread":0.3130915178698139,"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."}}