{"id":"W4404731574","doi":"10.1101/2024.11.25.24317878","title":"Reduced brain structural similarity is associated with maturation, neurobiological features, and clinical status in schizophrenia","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Schizophrenia (object-oriented programming); Neuroscience; Psychology; Structural similarity; Similarity (geometry); Cognition; Neuroimaging; Biology; Psychiatry","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":[0.0003443829,0.0002148263,0.0001549674,0.001299017,0.0002439324,0.0003447573,0.0001413092,0.0002216367,0.001719768],"category_scores_gemma":[0.001274108,0.0001272688,0.0001461267,0.0004134935,0.0004034661,0.0002498607,0.0005249665,0.0001751896,0.0001274955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002160843,"about_ca_system_score_gemma":0.0001640673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002280032,"about_ca_topic_score_gemma":0.002959649,"domain_scores_codex":[0.999878,0.00003064011,0.00001848586,0.00002917318,0.00002498143,0.00001858647],"domain_scores_gemma":[0.999169,0.0001263939,0.0004487651,0.00006686438,0.00005618138,0.0001327057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008196502,0.00004767836,0.951103,0.0000416869,0.0001052042,0.0005522973,0.0006385366,0.0002847832,0.03954903,0.0002097618,0.0001015745,0.006546638],"study_design_scores_gemma":[0.000002683811,0.00004670829,0.9983013,0.000003394979,0.000007253384,0.0005206348,0.0001429436,0.0001777554,0.0006472422,0.0001101583,0.00003726204,0.000002740602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996167,0.00004099801,0.00009066647,0.000009402908,5.526437e-7,0.000001868443,0.00009060846,0.000002758511,0.0001462842],"genre_scores_gemma":[0.9997191,0.00002174515,0.0001099772,0.000002198051,0.000001041471,0.000001807342,0.0001006355,0.000001479615,0.00004201912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002280032,"threshold_uncertainty_score":0.005753219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05015254049131073,"score_gpt":0.3208869859578227,"score_spread":0.2707344454665119,"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."}}