{"id":"W4410042810","doi":"10.1080/10503307.2025.2495773","title":"Development and psychometric evaluation of a screening instrument for cognitive perceptual disruption (Copeds) in psychotherapy patients","year":2025,"lang":"en","type":"article","venue":"Psychotherapy Research","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Modum Bad","keywords":"Psychotherapist; Psychology; Perception; Cognition; Clinical psychology; Psychiatry; Neuroscience","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":[0.004408686,0.0004325397,0.0004231957,0.001194813,0.0003723823,0.0005535038,0.0004249808,0.0004896319,0.001338591],"category_scores_gemma":[0.01214344,0.0003022158,0.0005929255,0.000670522,0.0004376779,0.0004965776,0.0009930747,0.0007836646,0.000257039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003961578,"about_ca_system_score_gemma":0.0006490128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005949504,"about_ca_topic_score_gemma":0.0008702202,"domain_scores_codex":[0.9981447,0.0009425764,0.0002643038,0.0001313761,0.0004083667,0.0001086465],"domain_scores_gemma":[0.9952485,0.001951197,0.001307344,0.0002602151,0.0008935231,0.0003392769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000647073,0.0008343794,0.9582233,0.00008138339,0.00009245758,0.00007483438,0.0008699273,0.0002810271,0.001656188,0.00009444367,0.0005069721,0.03663791],"study_design_scores_gemma":[0.0001954294,0.002581583,0.9923518,0.00004893694,0.00004256361,0.0002812506,0.000801726,0.001877654,0.0009328996,0.0001246566,0.0007455979,0.00001584968],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9967831,0.00009767225,0.001448343,0.0000904324,0.00001753772,0.0005423848,0.0003197722,0.00001704415,0.0006836385],"genre_scores_gemma":[0.9927759,0.00009356545,0.005434422,0.00005355429,0.00001309503,0.0008599607,0.000550651,0.000005225763,0.0002134471],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004408686,"threshold_uncertainty_score":0.02331567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2289961634836747,"score_gpt":0.5011919199372963,"score_spread":0.2721957564536216,"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."}}