{"id":"W4414824650","doi":"10.1016/j.euroneuro.2025.08.187","title":"82. CHARACTERIZING GENE DOSAGE EFFECT IN SIX MAJOR PSYCHIATRIC CONDITIONS AT PATHWAY AND CELL TYPE LEVELS ALONG THE SENSORIMOTOR-ASSOCIATION CORTICAL GRADIENT","year":2025,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Hospital for Sick Children","funders":"","keywords":"Schizophrenia (object-oriented programming); Gene dosage; Autism spectrum disorder; Bipolar disorder; Copy-number variation; Correlation; Chromatin; Genetic association; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.001369613,0.0002604526,0.0002361476,0.0001161929,0.0004049026,0.00003510341,0.0002501747,0.00006785383,0.0005425233],"category_scores_gemma":[0.0001524616,0.0002278651,0.00005772435,0.0005143737,0.0001837596,0.0001122788,0.0003419993,0.0006545506,0.0007561063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004534444,"about_ca_system_score_gemma":0.0000143029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003234134,"about_ca_topic_score_gemma":0.00002975691,"domain_scores_codex":[0.9950677,0.002902994,0.0004601553,0.0007635028,0.000218915,0.0005866956],"domain_scores_gemma":[0.9985572,0.0007804495,0.0002089586,0.0002888204,0.000008911344,0.0001556365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001060226,0.0001413062,0.242756,0.00002165733,0.0000173832,0.0001820753,0.0002130537,0.00005048163,0.7529926,0.000008736267,0.001666506,0.001844262],"study_design_scores_gemma":[0.001861279,0.0002013797,0.9832182,0.000008856854,0.00006169826,0.00001602147,0.00001136193,0.0003770564,0.00406532,0.0000147154,0.009973256,0.0001908337],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883432,0.00008847142,0.00002794091,0.001779559,0.001359663,0.0009090876,0.00002871319,0.00007842739,0.007384908],"genre_scores_gemma":[0.9912255,0.0001985216,0.00006164085,0.007506313,0.0001140462,0.00003307195,0.00001187794,0.00005536911,0.0007936581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7489272,"threshold_uncertainty_score":0.9718469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009568508744143153,"score_gpt":0.2640766802848375,"score_spread":0.2545081715406943,"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."}}