{"id":"W2913110193","doi":"10.1016/j.janxdis.2019.01.005","title":"Inverse reasoning processes in obsessive-compulsive disorder: Replication in a clinical sample","year":2019,"lang":"en","type":"article","venue":"Journal of Anxiety Disorders","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Louis-H Lafontaine; Institut Universitaire en Santé Mentale de Québec; Université de Montréal; Concordia University","funders":"","keywords":"Psychology; Inference; Generalized anxiety disorder; Cognition; Task (project management); Anxiety; Mood; Cognitive psychology; Clinical psychology; Developmental psychology; Psychiatry; Artificial intelligence","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"],"consensus_categories":[],"category_scores_codex":[0.001406191,0.0003865944,0.0009318491,0.0006643845,0.0000641185,0.00005516293,0.0007659274,0.0003190105,0.0006706801],"category_scores_gemma":[0.002493502,0.0003756013,0.0003776841,0.001645254,0.0002079499,0.0006358706,0.0001084925,0.001241036,0.0001515248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002018168,"about_ca_system_score_gemma":0.0004332837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101341,"about_ca_topic_score_gemma":0.004413971,"domain_scores_codex":[0.9955503,0.0005464877,0.001925097,0.000807351,0.0004797271,0.0006910749],"domain_scores_gemma":[0.9961522,0.0009413099,0.001615895,0.0008172884,0.0002891616,0.0001841217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006362654,0.001181648,0.9554671,0.00008055988,0.00009436761,0.00001910058,0.004065218,0.001247301,0.00002731992,0.0007831216,0.0008141156,0.03558386],"study_design_scores_gemma":[0.008225082,0.0007421237,0.9533817,0.0003588134,0.00004242521,0.00005036237,0.01639623,0.0005673894,0.00001042046,0.004363023,0.01534332,0.0005190651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894794,0.001851891,0.0006320793,0.00171407,0.001137407,0.0007610326,0.00001276291,0.00003393264,0.004377457],"genre_scores_gemma":[0.9946314,0.002782141,0.001700867,0.0004791191,0.0001323499,0.00003063398,0.0000230297,0.00006912959,0.0001513588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0350648,"threshold_uncertainty_score":0.9998696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364066024008728,"score_gpt":0.3255665653140897,"score_spread":0.3119259050740025,"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."}}