{"id":"W2090769954","doi":"10.1108/amhid-06-2014-0024","title":"Clinician experiences of administering the Essen Climate Evaluation Schema (EssenCES) in a forensic intellectual disability service","year":2015,"lang":"en","type":"article","venue":"Advances in Mental Health and Intellectual Disabilities","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Intellectual disability; Psychology; Schema (genetic algorithms); Thematic analysis; Likert scale; Originality; Population; Clinical psychology; Qualitative research; Applied psychology; Developmental psychology; Social psychology; Psychiatry; Medicine; Creativity; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02086797,0.0005168319,0.000778224,0.0007201933,0.005707341,0.003594407,0.001573415,0.001670866,0.003176117],"category_scores_gemma":[0.05775745,0.0008072663,0.0005486698,0.0009822334,0.005210866,0.002680524,0.006678825,0.003934893,0.0007202025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006184154,"about_ca_system_score_gemma":0.008076063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006739471,"about_ca_topic_score_gemma":0.01433568,"domain_scores_codex":[0.9685889,0.02375792,0.001720599,0.0008584074,0.002456424,0.002617763],"domain_scores_gemma":[0.9617285,0.01976396,0.006741721,0.001774209,0.004381124,0.005610632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002223986,0.0005579275,0.04035699,0.0005209196,0.00003426195,0.003650677,0.9070938,0.0004085767,0.002015921,0.0009542351,0.005272394,0.0389118],"study_design_scores_gemma":[0.00003937556,0.0008210412,0.01467057,0.0005660297,0.00002198847,0.004589909,0.9625875,0.0007849268,0.001083225,0.0007360858,0.01398319,0.0001161676],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914016,0.000435934,0.001076597,0.004192421,0.00006546081,0.0001687122,0.00005678867,0.00004120753,0.002561252],"genre_scores_gemma":[0.9952129,0.0006061356,0.001924144,0.001104259,0.00002123427,0.000149019,0.00003661103,0.0000224779,0.0009232737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02086797,"threshold_uncertainty_score":0.1103617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08233215990747543,"score_gpt":0.4351754003928772,"score_spread":0.3528432404854018,"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."}}