{"id":"W4381429689","doi":"10.3390/app13127306","title":"Identifying Neurobiological Markers in Obsessive–Compulsive Disorder: A Study Protocol for a Cross-Sectional Study in Subgroups of Differing Phenotype","year":2023,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Clinical psychology; Polysomnography; Cognition; Brain-derived neurotrophic factor; Population; Psychology; Disease; Medicine; Psychiatry; Neurotrophic factors; Internal medicine; Electroencephalography","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":[0.01399092,0.002605748,0.002972181,0.001595107,0.0027515,0.001215563,0.001369441,0.002465456,0.01426366],"category_scores_gemma":[0.009519491,0.001568381,0.00171255,0.001485393,0.001136848,0.001370887,0.001594392,0.002527808,0.004963893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001765934,"about_ca_system_score_gemma":0.007078255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003268959,"about_ca_topic_score_gemma":0.005032734,"domain_scores_codex":[0.9944369,0.002763321,0.0009538638,0.0007991567,0.0005125804,0.0005342668],"domain_scores_gemma":[0.9946012,0.0008361251,0.0006115373,0.001092253,0.002163387,0.0006955281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2240037,0.1541667,0.1952771,0.02384551,0.002993594,0.00634492,0.01171733,0.008758641,0.04243651,0.01664361,0.06642086,0.2473915],"study_design_scores_gemma":[0.1172984,0.1737183,0.4517725,0.00617758,0.001506636,0.00164889,0.005726449,0.007654479,0.006461151,0.009274419,0.2181648,0.0005964639],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02322204,0.0003756012,0.007089575,0.0001817096,0.0001959149,0.9654382,0.002075774,0.00006052087,0.00136055],"genre_scores_gemma":[0.00727815,0.0001256872,0.005049054,0.0001733736,0.00003199287,0.9861252,0.0006963953,0.000006865219,0.0005133695],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01426366,"threshold_uncertainty_score":0.07399195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0702696491744299,"score_gpt":0.4086435466723722,"score_spread":0.3383738974979423,"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."}}