{"id":"W4412166523","doi":"10.1017/cjn.2025.10183","title":"F.5 CHange in Optic nerve sheath diameter and Optic disc elevation and risk of Shunt failure in the pediatric Emergency department (CHOOSE study)","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Toronto Public Health","funders":"","keywords":"Optic nerve; Elevation (ballistics); Medicine; Emergency department; Shunt (medical); Optic disc; Ophthalmology; Surgery; Engineering; Structural engineering; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001180669,0.0004857194,0.000305183,0.0009716238,0.0002861583,0.00069003,0.000475301,0.0005672619,0.002828522],"category_scores_gemma":[0.003750194,0.0002962705,0.0009435361,0.000582325,0.0003331502,0.0006097999,0.000659306,0.0006026762,0.0002410914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003401092,"about_ca_system_score_gemma":0.000543777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00195749,"about_ca_topic_score_gemma":0.001769634,"domain_scores_codex":[0.9994055,0.0001395343,0.00007407738,0.0001432196,0.0001311074,0.0001065513],"domain_scores_gemma":[0.9968952,0.0006194202,0.001715959,0.0001573781,0.0001536697,0.0004583662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009475499,0.00001772352,0.9994628,0.000005177087,0.00002426351,0.00006161363,0.000009764306,0.00001504201,0.00003544766,0.000005046416,0.00003912724,0.0002293779],"study_design_scores_gemma":[0.00002303871,0.0003460035,0.9980057,0.00001168331,0.0000523494,0.001098049,0.00009091564,0.0001681255,0.00008132342,0.00001537544,0.000103572,0.000003930772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993287,0.0001116335,0.00005156396,0.00002642377,0.000006213946,0.000008047136,0.0002440607,0.000002557717,0.0002207983],"genre_scores_gemma":[0.9995806,0.00003819606,0.00009851407,0.00001901248,0.00001126863,0.00001097863,0.0001626243,0.000001691769,0.00007705676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002828522,"threshold_uncertainty_score":0.009462297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03251010097607167,"score_gpt":0.2853531388888282,"score_spread":0.2528430379127565,"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."}}