{"id":"W4232155717","doi":"10.1227/neu.0000000000000174","title":"In Reply","year":2013,"lang":"en","type":"letter","venue":"Neurosurgery","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saltworks Technologies (Canada)","funders":"","keywords":"Medicine; Arachnoid cyst; Subarachnoid space; Cyst; Intracranial pressure; Magnetic resonance imaging; Hydrocephalus; Surgery; Radiology; Cerebrospinal fluid; Pathology","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":[0.003801696,0.0009419337,0.001055686,0.001008625,0.002315949,0.004140868,0.002587642,0.01578069,0.06057032],"category_scores_gemma":[0.0507392,0.0005925758,0.001043085,0.0005994504,0.001817107,0.004385271,0.002510772,0.02464406,0.03907535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002436852,"about_ca_system_score_gemma":0.004185701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002470046,"about_ca_topic_score_gemma":0.003059736,"domain_scores_codex":[0.9963014,0.0008535761,0.0004406817,0.0006595617,0.001215598,0.0005292237],"domain_scores_gemma":[0.9810065,0.005100808,0.001093262,0.0007918234,0.009264597,0.002743002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001280911,0.000005735716,0.0001530787,0.00002805199,0.0000030859,0.0001406983,0.00003020374,0.00000601575,0.00002104422,0.0004234152,0.9951825,0.00399341],"study_design_scores_gemma":[0.00001626884,0.00001660632,0.0003266843,0.0001538697,0.000006583011,0.0007388091,0.0002288107,0.00003534531,0.0000822236,0.0009259612,0.9974499,0.00001894959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002675628,0.002576597,0.0002289944,0.7938462,0.1971473,0.00003378866,0.0002506948,0.0001736638,0.005475112],"genre_scores_gemma":[0.001998086,0.00184355,0.0002632712,0.9129388,0.05992126,0.00007296699,0.0001490524,0.00008851095,0.02272461],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06057032,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.034263340228554,"score_gpt":0.2537574264951006,"score_spread":0.2194940862665466,"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."}}