{"id":"W4413050946","doi":"10.1002/aur.70104","title":"Benign External Hydrocephalus in a Subgroup of Autistic Children Prior to Autism Diagnosis","year":2025,"lang":"en","type":"article","venue":"Autism Research","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Azrieli Foundation; Israel Science Foundation","keywords":"Autism; Hydrocephalus; Psychology; Medicine; Pediatrics; Developmental psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003020836,0.0004647962,0.000460983,0.001988912,0.0009326795,0.0007160396,0.0003915364,0.0005660901,0.001309369],"category_scores_gemma":[0.001767201,0.000433023,0.0003743057,0.0008400917,0.0007380318,0.0004309209,0.0006521104,0.0005063165,0.0001976426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005283721,"about_ca_system_score_gemma":0.0005587941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01498085,"about_ca_topic_score_gemma":0.01402151,"domain_scores_codex":[0.9995477,0.00006151729,0.00004834731,0.0001291526,0.0001016338,0.0001116774],"domain_scores_gemma":[0.9988722,0.0002350774,0.0005284814,0.00004182444,0.00008549755,0.0002369387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007291322,0.00002313274,0.9964688,0.000006707711,0.00001031792,0.001667133,0.0002808371,0.00002061768,0.0008489347,0.00001329485,0.00004007017,0.0005473137],"study_design_scores_gemma":[0.000002065902,0.0000524658,0.9964069,0.000003273697,0.000007425048,0.00292511,0.0003987779,0.00005079227,0.00008567727,0.0000113213,0.00005331794,0.000002977743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997486,0.00004605007,0.00001237669,0.00001177279,0.000001744467,0.000003195045,0.00004318122,0.000002126221,0.0001308116],"genre_scores_gemma":[0.9997659,0.00003940032,0.00003103386,0.000009100864,0.000003486718,0.000005393251,0.00009527375,0.000001331386,0.00004915581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01498085,"threshold_uncertainty_score":0.0297873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04363255980092881,"score_gpt":0.3640729746859992,"score_spread":0.3204404148850704,"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."}}