{"id":"W4310461044","doi":"10.5144/0256-4947.2022.391","title":"The prevalence of strabismus and visual outcomes in children with hydrocephalus and a ventriculoperitoneal shunt: medical record review","year":2022,"lang":"en","type":"review","venue":"Annals of Saudi Medicine","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Medicine; Strabismus; Exotropia; Hydrocephalus; Visual acuity; Medical record; Fundus (uterus); Pediatrics; Shunt (medical); Eye examination; Surgery; Ophthalmology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001651978,0.0002072383,0.0007773149,0.007328295,0.0003873515,0.0009189598,0.0007123126,0.0006604506,0.00111709],"category_scores_gemma":[0.01244932,0.0002695172,0.000607956,0.009858985,0.000491373,0.001240226,0.0004493849,0.0003358342,0.0001938901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009402601,"about_ca_system_score_gemma":0.002160844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007346024,"about_ca_topic_score_gemma":0.01007937,"domain_scores_codex":[0.9968175,0.0004759029,0.001650218,0.0002793644,0.0006666288,0.0001103951],"domain_scores_gemma":[0.9708928,0.00997469,0.01504201,0.0004641534,0.003234033,0.0003923936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001873523,0.00004828304,0.9009801,0.02688633,0.0007710507,0.003915896,0.001430819,0.000086693,0.000440702,0.0001771055,0.005386532,0.0596892],"study_design_scores_gemma":[0.00002475474,0.0001094476,0.9569218,0.01249188,0.0007261636,0.01604878,0.001990541,0.0001194504,0.0003193674,0.00003811042,0.01118161,0.00002810231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4346298,0.5480288,0.0002583617,0.001052551,0.0001333734,0.0002038884,0.01233856,0.00003069879,0.003324083],"genre_scores_gemma":[0.7349315,0.2571458,0.0008871659,0.0006769359,0.0002318004,0.0001908078,0.005646849,0.00001128165,0.0002778375],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007346024,"threshold_uncertainty_score":0.01460654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06623767829429039,"score_gpt":0.3801820061075226,"score_spread":0.3139443278132322,"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."}}