{"id":"W4401919989","doi":"10.1192/j.eurpsy.2024.734","title":"Habit Learning in OCD: Preliminary Data from a Spanish Sample","year":2024,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Habit; Psychology; Sample (material); Psychotherapist; Chromatography; Chemistry","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004700878,0.0003125356,0.0002657525,0.0002564882,0.0001061866,0.0001702979,0.001219166,0.0000818013,0.005365251],"category_scores_gemma":[0.0001380767,0.0003324623,0.00009795397,0.0005259676,0.00009374473,0.0002669806,0.0005654138,0.0009973068,0.01053309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003894899,"about_ca_system_score_gemma":0.00008729748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007385088,"about_ca_topic_score_gemma":0.0004814496,"domain_scores_codex":[0.9967195,0.0007738318,0.0004678173,0.001281376,0.000216192,0.0005412521],"domain_scores_gemma":[0.9979708,0.0003422398,0.00009681856,0.001460416,0.00001320305,0.0001165789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004368619,0.0008380641,0.5236907,0.0001321004,0.0004449204,0.00116431,0.01262955,0.0001461259,0.00009505957,0.0149226,0.3934154,0.05208432],"study_design_scores_gemma":[0.001435204,0.0003752071,0.7618781,0.0006277001,0.00009023764,0.00003549425,0.006808401,0.001274896,0.000001982811,0.005258696,0.2215139,0.000700201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5989782,0.0307061,0.00382095,0.006762584,0.01678848,0.0005869083,0.0006462871,0.001516868,0.3401936],"genre_scores_gemma":[0.9898514,0.00003540142,0.004000358,0.0007852355,0.001461801,0.000009378558,0.0008896333,0.000229065,0.002737775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3908732,"threshold_uncertainty_score":0.9999127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02407599685876912,"score_gpt":0.3059918734970243,"score_spread":0.2819158766382552,"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."}}