{"id":"W4313399529","doi":"10.1007/978-3-031-15080-7_118","title":"Pathophysiology of Obsessive-Compulsive Disorder: Insights from Normal Function and Neurotoxic Effects of Drugs, Infection, and Brain Injury","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; McMaster University","funders":"","keywords":"Pathophysiology; Neuroscience; Medicine; Brain function; Obsessive compulsive; Pharmacology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007205813,0.0007501161,0.001358406,0.0006681139,0.0001890532,0.00001642042,0.0002330177,0.0005836667,0.003012838],"category_scores_gemma":[0.0000845627,0.0007504166,0.0002610422,0.0001563662,0.0007306161,0.0001871671,0.0004880195,0.0008870812,0.00002672097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004998737,"about_ca_system_score_gemma":0.0000760628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00184592,"about_ca_topic_score_gemma":0.0001787975,"domain_scores_codex":[0.9968515,0.000415731,0.0008689492,0.001169936,0.0003390856,0.0003548189],"domain_scores_gemma":[0.9964967,0.001323188,0.001196364,0.0006972224,0.0001456347,0.0001408261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.004978674,0.001527462,0.02663887,0.002163257,0.004364187,0.0001776477,0.009141182,0.00005648817,0.02539308,0.7565541,0.006687711,0.1623173],"study_design_scores_gemma":[0.01047022,0.01026026,0.5634013,0.0004629855,0.001280278,0.00002685524,0.0007223303,0.00006257068,0.0008029867,0.3697006,0.04030648,0.00250314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8832541,0.009342073,0.000379842,0.000226333,0.003315082,0.002476134,0.000352037,0.0001600651,0.1004943],"genre_scores_gemma":[0.979047,0.001877921,0.00007186653,0.0008763107,0.0002655243,0.0002058556,0.0005405513,0.0002355751,0.01687941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5367624,"threshold_uncertainty_score":0.9994947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004610772956016355,"score_gpt":0.2295421788247795,"score_spread":0.2249314058687632,"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."}}