{"id":"W4417503710","doi":"10.1002/aur.70143","title":"Transdiagnostic Behavioral Phenotypes and Comorbid Gastrointestinal Symptoms in Neurodevelopmental Disorders: An Exploratory Study","year":2025,"lang":"en","type":"article","venue":"Autism Research","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Lawson Health Research Institute; Western University; McMaster University Medical Centre; St. Joseph’s Healthcare Hamilton; Hospital for Sick Children; University of Toronto; Queen's University; McMaster University","funders":"Government of Ontario; Ontario Brain Institute","keywords":"Autism spectrum disorder; Autism; Neurodevelopmental disorder; Comorbidity; Exploratory research; Attention deficit hyperactivity disorder; Phenotype; Attention deficit","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006910698,0.0001576097,0.0002581436,0.0005742025,0.000173189,0.0000583102,0.0001322147,0.00004656762,0.0001204263],"category_scores_gemma":[0.000180878,0.0001600127,0.00002874756,0.0006779407,0.0002400763,0.0002641853,0.000132351,0.0007379816,0.0000310397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009822308,"about_ca_system_score_gemma":0.0002661877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004304372,"about_ca_topic_score_gemma":0.003066296,"domain_scores_codex":[0.9978389,0.0004296313,0.0002569858,0.0004859116,0.0005258832,0.0004626717],"domain_scores_gemma":[0.9991923,0.0002825545,0.00001992557,0.0002926849,0.0000703748,0.0001421578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000173422,0.003952621,0.9734708,0.00004501345,0.00001519016,0.0002543427,0.002504482,0.000003407978,0.0009626074,0.0001929786,0.00004882167,0.01837628],"study_design_scores_gemma":[0.002738755,0.001415501,0.9772241,0.0001663541,0.0000284383,0.00004297985,0.01780764,0.0001960575,0.000008743891,0.0001839363,0.00007368052,0.000113834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996511,0.0001786148,0.00007431296,0.001551307,0.00005246013,0.001129417,0.000004294507,0.00005954388,0.0004390072],"genre_scores_gemma":[0.9992183,0.00003202058,0.0001743424,0.00006162532,0.000008764168,0.0001651491,0.00001810397,0.00002472737,0.0002969815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01826245,"threshold_uncertainty_score":0.6525127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08620726563204999,"score_gpt":0.4207289599914072,"score_spread":0.3345216943593572,"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."}}