{"id":"W2594744452","doi":"10.1016/j.biopsych.2017.02.1095","title":"Increased Extra-axial Cerebrospinal Fluid in High-Risk Infants Who Later Develop Autism","year":2017,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":232,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Montreal Neurological Institute and Hospital; McGill University","funders":"National Institute of Mental Health; National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Simons Foundation; Autism Speaks","keywords":"Cerebrospinal fluid; Autism spectrum disorder; Medicine; Pediatrics; Subarachnoid space; Magnetic resonance imaging; Autism; Brain size; Sibling; Neuroimaging; Internal medicine; Psychology; Psychiatry; Radiology; Developmental psychology","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":[0.0002259692,0.0005384622,0.0004468832,0.001401036,0.000718987,0.0008246353,0.0004042853,0.0007085726,0.001893539],"category_scores_gemma":[0.003066418,0.0002971624,0.0002962609,0.0006547075,0.0004193829,0.0006081861,0.0007631439,0.000701413,0.000249698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003731999,"about_ca_system_score_gemma":0.0003781585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004450075,"about_ca_topic_score_gemma":0.003477773,"domain_scores_codex":[0.9997428,0.00004410829,0.00002929524,0.00003870736,0.00006622733,0.00007874522],"domain_scores_gemma":[0.9989802,0.0002159446,0.0004391385,0.00003534037,0.00009837868,0.0002309018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004305853,0.0001152079,0.9759442,0.00003143101,0.00003157034,0.01185332,0.0006129436,0.00008469167,0.006091578,0.00008482731,0.0002000358,0.00451969],"study_design_scores_gemma":[0.000005941033,0.000193325,0.979989,0.0000192028,0.00003640887,0.01657577,0.001474182,0.0001754337,0.001184283,0.0001339253,0.0001999732,0.00001251974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991457,0.000130346,0.00004516939,0.00004037236,0.000007115647,0.000003199883,0.00006386553,0.000005537012,0.0005586371],"genre_scores_gemma":[0.9994248,0.0001395502,0.00008167497,0.00001440066,0.000008226105,0.000005430423,0.00009642993,0.000004566172,0.0002249448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004450075,"threshold_uncertainty_score":0.008848369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0329038225388214,"score_gpt":0.2820480324684551,"score_spread":0.2491442099296337,"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."}}