{"id":"W4387880519","doi":"10.21203/rs.3.rs-3470220/v1","title":"Heterogenous Patterns of Brain Atrophy in Schizophrenia Localize to A Common Brain Network","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Schizophrenia (object-oriented programming); Atrophy; Neuroscience; Neuroimaging; Psychosis; Psychology; Neuroanatomy; Disease; Connectome; Psychiatry; Medicine; Functional connectivity; Pathology","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":[0.0004869444,0.0001665732,0.0002559225,0.001644324,0.0002723402,0.0004873071,0.0001973609,0.0001658149,0.002053371],"category_scores_gemma":[0.00178256,0.0001213582,0.0002931869,0.0009255326,0.0005358602,0.0006064244,0.0006094676,0.0001885913,0.000151453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003030971,"about_ca_system_score_gemma":0.0002741756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002228414,"about_ca_topic_score_gemma":0.00489022,"domain_scores_codex":[0.9998141,0.0000480465,0.00001834762,0.00006703547,0.00002755258,0.00002495426],"domain_scores_gemma":[0.9988681,0.0003035707,0.0004767637,0.0001557454,0.0001027954,0.00009305368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009352975,0.00005818798,0.8460709,0.0003158683,0.0008665768,0.0008179994,0.001480343,0.00289013,0.08569083,0.005393668,0.001210018,0.05427017],"study_design_scores_gemma":[0.00001390355,0.00005750516,0.9883636,0.00003507478,0.0001266479,0.0007217918,0.0003172417,0.002417501,0.002237187,0.005267419,0.0004302436,0.00001166041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950039,0.0003978419,0.003159491,0.00008245739,0.000003467946,0.00001099843,0.0004785853,0.00003294314,0.0008302415],"genre_scores_gemma":[0.9982783,0.0001419605,0.001149658,0.00001203301,0.000003694814,0.000007578794,0.0003013455,0.000007477638,0.00009792609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002228414,"threshold_uncertainty_score":0.006869256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362253801805641,"score_gpt":0.4005884097627928,"score_spread":0.2643630295822286,"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."}}