{"id":"W4407934052","doi":"10.1016/j.brs.2024.12.443","title":"A unified brain network associated with heterogeneous atrophy patterns in schizophrenia","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Schizophrenia (object-oriented programming); Atrophy; Neuroscience; Medicine; Psychology; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003444585,0.0002157861,0.000252746,0.0002284486,0.0002558598,0.00006594747,0.0001551407,0.0001011568,0.00002508486],"category_scores_gemma":[0.008543729,0.0002079768,0.0000583711,0.001187016,0.0000771073,0.0001670137,0.00009689179,0.0002114598,0.00001483279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002057336,"about_ca_system_score_gemma":0.00007786551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005447347,"about_ca_topic_score_gemma":0.0008911183,"domain_scores_codex":[0.9980475,0.000400843,0.0002775445,0.0005981369,0.0003099462,0.0003660807],"domain_scores_gemma":[0.9904122,0.009106783,0.0001199533,0.0002610102,0.00006037543,0.00003966066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001589612,0.0002876793,0.1152087,0.00004074075,0.00008610019,0.0001150833,0.0003017251,0.8446532,0.01345729,0.01051055,0.007188334,0.006560954],"study_design_scores_gemma":[0.005805451,0.000417538,0.8686137,0.0004008207,0.00002983728,0.000009851081,0.00002715304,0.106733,0.00254389,0.01328063,0.001566656,0.0005714882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831306,0.00003141508,0.006117461,0.008657373,0.0003029052,0.0005404937,0.00002005314,0.0001953001,0.001004336],"genre_scores_gemma":[0.9911435,0.00000153605,0.0001254962,0.00788501,0.00008804206,0.00005019003,0.000020722,0.00002302076,0.0006625315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.753405,"threshold_uncertainty_score":0.9998077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02251933275811949,"score_gpt":0.2615312403080433,"score_spread":0.2390119075499238,"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."}}