{"id":"W3010959468","doi":"10.2196/14913","title":"Mobile App Integration Into Dialectical Behavior Therapy for Persons With Borderline Personality Disorder: Qualitative and Quantitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Region Sjælland","keywords":"Borderline personality disorder; Dialectical behavior therapy; Psychology; Clinical psychology; Psychotherapist; Behavioral therapy; Impulsivity; Personality; Psychoanalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004600769,0.000260019,0.0003912895,0.00006639452,0.000410986,0.00005076887,0.0001119162,0.00006093832,0.000147963],"category_scores_gemma":[0.00001928905,0.0002154117,0.00008286537,0.0002516107,0.0002166171,0.0002126056,0.00003710894,0.000254208,0.00003450661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002207911,"about_ca_system_score_gemma":0.00009213416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002132258,"about_ca_topic_score_gemma":0.001904903,"domain_scores_codex":[0.9976547,0.0005701045,0.0005117988,0.000612887,0.0002512252,0.000399292],"domain_scores_gemma":[0.9989851,0.0002079759,0.0002105971,0.0001557519,0.00007207901,0.0003684624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.005710639,0.01107545,0.006583099,0.0002356702,0.0001557177,0.000004521068,0.8337874,2.048287e-7,0.00003094344,0.008206416,0.002339839,0.13187],"study_design_scores_gemma":[0.009060201,0.1206987,0.02770833,0.00009314658,0.00003414113,0.00001130144,0.8351012,0.000181422,0.00003004889,0.0004219193,0.00622003,0.000439556],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795824,0.0009315769,0.002224338,0.006354184,0.0002255018,0.009515448,0.0007714414,0.0001183868,0.0002767399],"genre_scores_gemma":[0.9881559,0.000009995028,0.002351657,0.001252551,0.00005023649,0.007459695,0.0003169925,0.00004506198,0.0003579389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1314305,"threshold_uncertainty_score":0.8784233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08801831325399043,"score_gpt":0.5130963336277923,"score_spread":0.4250780203738018,"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."}}