{"id":"W2121678297","doi":"10.1177/1744629506067612","title":"Practitioner consensus in the use of cognitive behaviour therapy for individuals with a learning disability","year":2006,"lang":"en","type":"article","venue":"Journal of Intellectual Disabilities","topic":"Family and Disability Support Research","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University College of the North","funders":"","keywords":"Psychology; Learning disability; Cognition; Psychotherapist; Clinical psychology; Psychiatry","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002085377,0.0001990648,0.0004477939,0.0001329749,0.0001138114,0.00007520439,0.0002431895,0.0001217883,0.001196223],"category_scores_gemma":[0.01207822,0.000117848,0.0002516298,0.0003307319,0.00193024,0.0002146366,0.00002504278,0.0006340484,0.000007102486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008584771,"about_ca_system_score_gemma":0.000159905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060716,"about_ca_topic_score_gemma":0.0004938926,"domain_scores_codex":[0.9967616,0.001156271,0.0009431226,0.0002448052,0.0005336957,0.000360543],"domain_scores_gemma":[0.9597715,0.03899015,0.0003790915,0.0002424285,0.0005648065,0.00005200304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004836541,0.00361498,0.9364646,0.00004507052,0.0001392436,0.000007324158,0.0457392,0.000196414,0.0000562413,0.0009439759,0.006252697,0.001703711],"study_design_scores_gemma":[0.003141171,0.005289284,0.5180909,0.0001516667,0.00007757075,0.0002036308,0.4665987,0.00002177775,0.0004522393,0.002509084,0.003234372,0.000229545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966201,0.0001969062,0.0003670832,0.0007453039,0.00009480732,0.0008399304,0.0001209276,0.000008896969,0.001006026],"genre_scores_gemma":[0.9988762,0.00001060815,0.0003257113,0.0001058944,0.0001107192,0.0001021071,0.00002287919,0.00001973467,0.0004261048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4208595,"threshold_uncertainty_score":0.9997168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118559736199324,"score_gpt":0.3744290679710314,"score_spread":0.2558693317717073,"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."}}