{"id":"W2241145510","doi":"10.1016/j.janxdis.2016.01.003","title":"The structure of obsessive compulsive symptoms and beliefs: A correspondence and biplot analysis","year":2016,"lang":"en","type":"article","venue":"Journal of Anxiety Disorders","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biplot; Psychology; Anxiety; Explained variation; Variance (accounting); Clinical psychology; Obsessive compulsive; Cognition; Correlation; Analysis of variance; Psychiatry; Statistics; Mathematics","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":[0.0002512233,0.0002717401,0.0006006926,0.0003409364,0.0002115598,0.0000559552,0.0004298751,0.0001382388,0.000216199],"category_scores_gemma":[0.0002490265,0.0001503322,0.0002885854,0.0007391551,0.0009419182,0.0002754623,0.0001097918,0.0002920789,0.000003474121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003985707,"about_ca_system_score_gemma":0.00007611899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005637163,"about_ca_topic_score_gemma":0.0003158874,"domain_scores_codex":[0.9980065,0.0002164042,0.0006780164,0.000318094,0.0004080948,0.0003729223],"domain_scores_gemma":[0.9971177,0.0008988901,0.001171604,0.0003550866,0.0002906159,0.000166123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001289269,0.00021174,0.7914179,0.00003640226,0.005039502,0.00001770944,0.006874456,0.0001233024,0.006373784,0.007606352,0.001396094,0.1796135],"study_design_scores_gemma":[0.003727147,0.000888832,0.9703144,0.0001200646,0.0009043614,0.000135168,0.009639475,0.00005913453,0.0002341107,0.01069703,0.002923273,0.0003569378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855655,0.009715712,0.001528228,0.002219756,0.0004622679,0.0001954566,0.00004922825,0.00001123109,0.0002525749],"genre_scores_gemma":[0.9937754,0.005709452,0.0001442868,0.0001213037,0.00006332489,0.000001605758,0.000001324742,0.00002472903,0.0001585172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1792566,"threshold_uncertainty_score":0.6130368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004304651630784057,"score_gpt":0.2583822267113743,"score_spread":0.2540775750805902,"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."}}