{"id":"W1980764277","doi":"10.1080/16506070510041211","title":"Evaluation of an Inference‐Based Approach to Treating Obsessive‐Compulsive Disorder","year":2005,"lang":"en","type":"article","venue":"Cognitive Behaviour Therapy","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame; Hôpital du Sacré-Cœur de Montréal; Hôpital Louis-H Lafontaine","funders":"Fonds de Recherche du Québec - Santé; Fonds de recherche du Québec; Yale University","keywords":"Conviction; Inference; Psychology; Obsessive compulsive; Cognition; Clinical psychology; Psychiatry; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008592809,0.0004495375,0.0005123138,0.0004181296,0.0001863481,0.00005032841,0.0003991293,0.0001938969,0.002166286],"category_scores_gemma":[0.0002428096,0.0004358559,0.0001857062,0.0006482823,0.00020823,0.0002807814,0.00003995813,0.0002918543,0.0001515552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001580166,"about_ca_system_score_gemma":0.0002313298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002946162,"about_ca_topic_score_gemma":0.0001000404,"domain_scores_codex":[0.9958459,0.001211767,0.0005459639,0.0008851581,0.0009554373,0.0005557481],"domain_scores_gemma":[0.9969346,0.0003147128,0.0004094439,0.0005074087,0.001620143,0.0002137131],"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":[0.0005442621,0.005055548,0.1383844,0.000005712279,0.0002389622,0.000003868431,0.008688337,0.001720685,0.001306186,0.0004645199,0.00003774935,0.8435497],"study_design_scores_gemma":[0.01291806,0.001319318,0.95947,0.00009034434,0.0004560605,0.00000564897,0.01258306,0.006918952,0.00495952,0.0004151949,0.00008050652,0.0007833727],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625955,0.0007429559,0.01599065,0.0001316215,0.0002065434,0.002095558,0.0001269906,0.0001124231,0.01799773],"genre_scores_gemma":[0.9958118,0.000006643024,0.002259838,0.0004912104,0.0001645254,0.0007840981,0.0002875479,0.00008744382,0.0001068752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8427663,"threshold_uncertainty_score":0.9998093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07289555642559788,"score_gpt":0.3980575390103949,"score_spread":0.3251619825847971,"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."}}