{"id":"W2756432533","doi":"10.3171/2017.4.peds17159","title":"Letter to the Editor. Hydrodynamic hydrocephalus in nongalenic arteriovenous fistula","year":2017,"lang":"en","type":"letter","venue":"Journal of Neurosurgery Pediatrics","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Hydrocephalus; Arteriovenous fistula; General surgery; Radiology","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":[0.0006436966,0.001034608,0.001300598,0.001221055,0.001680869,0.001605438,0.001241635,0.01084572,0.003673769],"category_scores_gemma":[0.008125785,0.0005634712,0.0006853607,0.0007414119,0.001603715,0.002298752,0.0008535181,0.009939975,0.002107883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474454,"about_ca_system_score_gemma":0.0009175744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001036078,"about_ca_topic_score_gemma":0.001145796,"domain_scores_codex":[0.9992956,0.000191107,0.00009398153,0.0001157987,0.0001376443,0.0001659411],"domain_scores_gemma":[0.9979457,0.0008031759,0.0003015923,0.00008690789,0.0003944648,0.0004680867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009628288,0.0001056786,0.004532552,0.0001745819,0.00002829637,0.8066948,0.000296039,0.0002125373,0.0004978825,0.001949393,0.1747456,0.01066638],"study_design_scores_gemma":[0.0000954749,0.0001074725,0.00332088,0.0003005665,0.0000459527,0.9025971,0.0005325426,0.0009919893,0.0006032533,0.003204077,0.08814657,0.00005398995],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07645348,0.02221928,0.001985781,0.7528833,0.1093781,0.0001392474,0.0002635236,0.0004124869,0.03626483],"genre_scores_gemma":[0.4387928,0.0196942,0.002374052,0.2557061,0.2629547,0.0001313367,0.000165541,0.0001684495,0.02001274],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01084572,"threshold_uncertainty_score":0.01228994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155425256436962,"score_gpt":0.2521042096734956,"score_spread":0.2365616840297994,"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."}}