{"id":"W2323161629","doi":"10.1016/j.apnu.2016.04.001","title":"Toward Treatment Integrity: Developing an Approach to Measure the Treatment Integrity of a Dialectical Behavior Therapy Intervention With Homeless Youth in the Community","year":2016,"lang":"en","type":"article","venue":"Archives of Psychiatric Nursing","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Covenant Health; Centre for Addiction and Mental Health; Toronto Metropolitan University","funders":"Canadian Institutes of Health Research","keywords":"Intervention (counseling); Psychological intervention; Psychology; Dialectical behavior therapy; Agency (philosophy); Mental health; Medicine; Clinical psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000669852,0.0002722224,0.0004475489,0.0002524806,0.0001727065,0.00001875011,0.0005621597,0.00009717861,0.00001111299],"category_scores_gemma":[0.00001676931,0.0001204524,0.0002146756,0.0004362592,0.0004739968,0.00005908999,0.00001357312,0.0003864036,0.000001590141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021733,"about_ca_system_score_gemma":0.00007377892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003024288,"about_ca_topic_score_gemma":0.001230874,"domain_scores_codex":[0.9961185,0.002544693,0.0004474787,0.0003441902,0.0002003746,0.0003447537],"domain_scores_gemma":[0.9985377,0.0004499868,0.00019366,0.0007141253,0.00003871792,0.00006576707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002156174,0.01084191,0.07733698,0.00001674,0.0001039414,0.000001673761,0.2400706,6.314769e-7,0.00009739619,0.0038821,0.000007664645,0.6654842],"study_design_scores_gemma":[0.00733583,0.009490296,0.8097733,0.0002816136,0.0002924757,0.00004779737,0.1662824,0.000008021951,0.0001149955,0.005885297,0.0001485486,0.0003394498],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708753,0.0005073475,0.02035131,0.002050253,0.0003352072,0.00120835,0.00005529811,0.00001952262,0.004597466],"genre_scores_gemma":[0.9950491,0.00008670372,0.004379824,0.00008352414,0.00007253727,0.0002715739,0.00001922531,0.00002093124,0.00001658738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7324363,"threshold_uncertainty_score":0.4911904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.142063869692997,"score_gpt":0.3736892128693551,"score_spread":0.2316253431763582,"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."}}