{"id":"W4229459482","doi":"10.3389/fpsyt.2022.829561","title":"Increased Asymmetric Perfusion of the Cerebral Cortices and Thalamus Indicates Individuals at Risk for Bipolar Disorder: A Family Cohort Single Photon Emission Computed Tomography Neuroimaging Study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lions Gate Hospital; University of British Columbia","funders":"","keywords":"Bipolar disorder; Cohort; Neuroimaging; Single-photon emission computed tomography; Psychiatry; Psychology; Medicine; Emission computed tomography; Internal medicine; Neuroscience; Positron emission tomography; Cognition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003047533,0.0006045518,0.0003652053,0.001023343,0.001625186,0.0004154902,0.0002540958,0.0004626111,0.001763774],"category_scores_gemma":[0.0009438062,0.000365085,0.0004364963,0.0005702929,0.0003930273,0.0003093902,0.0003549892,0.0005659377,0.000240683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004287666,"about_ca_system_score_gemma":0.0003426831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02043718,"about_ca_topic_score_gemma":0.0206937,"domain_scores_codex":[0.9997689,0.00003841358,0.0000182599,0.00009113239,0.00004837554,0.00003488968],"domain_scores_gemma":[0.99965,0.00005333103,0.00007314843,0.00003816219,0.00007575979,0.0001095028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002637954,0.0001764045,0.9748915,0.00001145804,0.000076164,0.01699234,0.0009501321,0.00006720534,0.003476538,0.00004929895,0.0003902512,0.002654815],"study_design_scores_gemma":[0.00001414362,0.0004236122,0.9721789,0.00001138267,0.00008188064,0.02507301,0.0009305737,0.0002318099,0.0004043697,0.00005096682,0.0005829097,0.00001634901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989834,0.0001137617,0.0002825715,0.00004638399,0.000008247335,0.00001826025,0.0001756051,0.000005028597,0.0003667469],"genre_scores_gemma":[0.9991434,0.000126264,0.0001677118,0.00003620141,0.00001005384,0.00001064327,0.000183828,0.000003394604,0.0003186197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02043718,"threshold_uncertainty_score":0.04063642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006810218611133045,"score_gpt":0.2281733628464319,"score_spread":0.2213631442352988,"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."}}