{"id":"W2192628693","doi":"10.1016/j.jbtep.2015.10.006","title":"Innovation in obsessive compulsive disorder: A commentary","year":2015,"lang":"en","type":"article","venue":"Journal of Behavior Therapy and Experimental Psychiatry","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Psychology; Vulnerability (computing); Perception; Preference; Psychotherapist","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":[0.0002773311,0.0002519753,0.0004009808,0.0004571326,0.00007631238,0.00004082036,0.0002365149,0.0001216777,0.0002484922],"category_scores_gemma":[0.000006221605,0.0002260339,0.0001010325,0.0004798781,0.0001568392,0.0003218095,0.00004126186,0.0004169019,0.00001066242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000124918,"about_ca_system_score_gemma":0.00006517041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002079169,"about_ca_topic_score_gemma":0.00002948247,"domain_scores_codex":[0.9981638,0.0001876956,0.0008355185,0.0002363109,0.000294438,0.0002822503],"domain_scores_gemma":[0.998882,0.00003163895,0.0006449136,0.0001879355,0.000116283,0.0001372425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002905264,0.005981462,0.9382474,0.000005725943,0.0001560464,0.000127638,0.01732188,0.00001835647,0.003689393,0.003208198,0.009368898,0.0189697],"study_design_scores_gemma":[0.03958108,0.006750243,0.7330489,0.0001499613,0.0000733077,0.0007386557,0.2079156,0.00001672815,0.002541248,0.003244094,0.005059084,0.0008810624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755146,0.01792519,0.00004558081,0.002257589,0.003349053,0.0003561827,0.000008695697,0.00001440019,0.0005287113],"genre_scores_gemma":[0.9963651,0.00007614589,0.0009640365,0.002220748,0.000266955,0.00003457854,0.00001473689,0.00003429679,0.00002344622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2051985,"threshold_uncertainty_score":0.9217393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03249001389095568,"score_gpt":0.3443665231660513,"score_spread":0.3118765092750956,"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."}}