{"id":"W7115824919","doi":"","title":"LINKING THE GUT-IMMUNE PHENOTYPE TO BEHAVIOUR IN NEURODEVELOPMENTAL DISORDERS","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Ontario","keywords":"Neurodevelopmental disorder; Autism; Autism spectrum disorder; Phenotype; Disease; Neurology; Genetic heterogeneity; Attention deficit hyperactivity disorder","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001386346,0.0003673295,0.0003642494,0.001342715,0.0005740605,0.001281863,0.0003128028,0.0003954562,0.001050082],"category_scores_gemma":[0.004497613,0.000177805,0.0004864631,0.0009912683,0.0009483706,0.0004334416,0.001097374,0.0006178333,0.0001271688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002110658,"about_ca_system_score_gemma":0.001041652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03480265,"about_ca_topic_score_gemma":0.05767572,"domain_scores_codex":[0.999101,0.0003047531,0.00006965362,0.0002197128,0.0001895577,0.0001152558],"domain_scores_gemma":[0.9985695,0.0004747886,0.000526035,0.0001101601,0.0001983549,0.0001211398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002093152,0.00004623863,0.9696032,0.0001372256,0.0001621215,0.000197853,0.001123347,0.0003717843,0.003139533,0.0003931786,0.0002807588,0.0243354],"study_design_scores_gemma":[0.000003430963,0.00005160292,0.9976727,0.00005262361,0.00003226722,0.0001409584,0.0006212352,0.0002981646,0.0003629623,0.0004156652,0.0003438812,0.00000452537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954787,0.001495107,0.0008307328,0.0003870005,0.00001335566,0.00003284506,0.000463251,0.000007855085,0.001291104],"genre_scores_gemma":[0.996821,0.0008267226,0.00163357,0.0001127783,0.000006440794,0.00003426866,0.000274618,0.000005318667,0.0002853624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03480265,"threshold_uncertainty_score":0.06920016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163472242724415,"score_gpt":0.2490543426871328,"score_spread":0.2327071184146913,"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."}}