{"id":"W4310671753","doi":"10.1002/aur.2861","title":"Tackling hypo and hyper sensory processing heterogeneity in autism: From clinical stratification to genetic pathways","year":2022,"lang":"en","type":"article","venue":"Autism Research","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Fondation de France; Institut National de la Santé et de la Recherche Médicale; Fondation FondaMental; Institut Pasteur; European Federation of Pharmaceutical Industries and Associations; Royal Perth Hospital Medical Research Foundation; European Commission; Assistance publique-Hôpitaux de Paris; Agence Nationale de la Recherche; Autism Speaks","keywords":"Sensory system; Autism; Sensory processing; Neuroscience; Glutamatergic; Biology; Psychology; Genetics; Glutamate receptor; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003189679,0.0002124547,0.0003247778,0.0006289133,0.001167173,0.000294383,0.0008626812,0.0001258844,0.000309115],"category_scores_gemma":[0.0008918512,0.0002360846,0.00006068834,0.001433895,0.0004274209,0.0002336782,0.001501469,0.001973944,0.0002192524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002719256,"about_ca_system_score_gemma":0.0005309129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007185839,"about_ca_topic_score_gemma":0.0001670301,"domain_scores_codex":[0.9915935,0.00306111,0.0006898119,0.00155951,0.001924463,0.001171619],"domain_scores_gemma":[0.9975098,0.001243654,0.00008667449,0.0007521497,0.00002245767,0.0003852151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003983228,0.001153324,0.0617708,0.00008599383,0.00001241607,0.0008546113,0.004614673,0.001322192,0.6698854,0.01791885,0.0002495793,0.2417338],"study_design_scores_gemma":[0.001549673,0.0008197908,0.8474612,0.0000530641,0.000007454042,0.00009032037,0.0007064036,0.04648016,0.02619509,0.07197475,0.004000137,0.0006619261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987512,0.0006691828,0.0002994167,0.009354729,0.0001134878,0.001108749,0.00007719319,0.00009361606,0.0007716271],"genre_scores_gemma":[0.9976727,0.0002300998,0.001102728,0.0002845593,0.00004277165,0.0003530245,0.000009425802,0.00005923349,0.0002454284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7856904,"threshold_uncertainty_score":0.962725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2141014220759173,"score_gpt":0.4249132699567125,"score_spread":0.2108118478807951,"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."}}