{"id":"W7132877493","doi":"","title":"Cortical Gyrification Morphology in Neurodevelopmental and Psychiatric Disorders","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Hospital for Sick Children","keywords":"Gyrification; Pathological; Cerebral cortex; Neuroplasticity; Frontal cortex; Psychopathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001082868,0.0003723982,0.0002185169,0.006180981,0.0003738343,0.001043636,0.0002917745,0.0002938104,0.001793484],"category_scores_gemma":[0.003913117,0.0001686457,0.0003988993,0.003651255,0.001411837,0.0008777847,0.0009605295,0.0002584513,0.0001255674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007901434,"about_ca_system_score_gemma":0.0005292807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004919858,"about_ca_topic_score_gemma":0.009466561,"domain_scores_codex":[0.999442,0.0001480481,0.0001065096,0.0001417919,0.0001196989,0.00004181483],"domain_scores_gemma":[0.998117,0.0007241282,0.000775601,0.0001576804,0.0001666835,0.0000589656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000373274,0.000027703,0.8127518,0.001948906,0.0004301707,0.00177698,0.008344256,0.0008953839,0.007977004,0.004774686,0.001095857,0.159604],"study_design_scores_gemma":[0.000003669931,0.0000495876,0.9884979,0.0002652835,0.00006985601,0.002744989,0.002685573,0.00009588563,0.0008685463,0.001673187,0.003035291,0.00001016244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360522,0.04909024,0.002119758,0.0005834741,0.00004442154,0.0001092283,0.00149285,0.0000471122,0.01046079],"genre_scores_gemma":[0.9872538,0.009214424,0.002207643,0.00007657171,0.00002549591,0.0000746695,0.0004362534,0.0000136944,0.0006972649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006180981,"threshold_uncertainty_score":0.009782434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891959860994476,"score_gpt":0.3331495967931754,"score_spread":0.3142299981832307,"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."}}