{"id":"W4386983465","doi":"10.2196/46928","title":"Facilitating In-House Mobile App Development Within Psychiatric Outpatient Services for Patients Diagnosed With Borderline Personality Disorder: Rapid Application Development Approach","year":2023,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Region Sjælland","keywords":"Borderline personality disorder; Mobile apps; Personality; Psychology; Psychiatry; Clinical psychology; Medicine; World Wide Web; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00786096,0.0008210396,0.0003630503,0.001214568,0.001040167,0.00187314,0.001678643,0.0008276015,0.005887138],"category_scores_gemma":[0.02034603,0.0006604575,0.0009728984,0.0004192141,0.0006221419,0.001559471,0.004471106,0.001172979,0.00313808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008252237,"about_ca_system_score_gemma":0.00342054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008511616,"about_ca_topic_score_gemma":0.002794318,"domain_scores_codex":[0.9936697,0.004153017,0.0003503547,0.0005240734,0.0008779835,0.0004248743],"domain_scores_gemma":[0.9850058,0.009737854,0.001067341,0.001305013,0.001712251,0.001171745],"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":[0.0007932904,0.003143765,0.01949339,0.00279155,0.00009091105,0.003590051,0.02841451,0.002156392,0.03300748,0.003413003,0.01888368,0.884222],"study_design_scores_gemma":[0.002123089,0.01622015,0.1308919,0.006858699,0.0008343742,0.02421612,0.04948189,0.06955636,0.0891115,0.02313378,0.5867016,0.0008703699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4104531,0.001503621,0.5038974,0.004446647,0.0002783019,0.01819147,0.0006971328,0.009725225,0.05080711],"genre_scores_gemma":[0.2855853,0.0008180236,0.700613,0.0007294265,0.0000449984,0.005890669,0.0004205573,0.0003487634,0.005549423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00786096,"threshold_uncertainty_score":0.04157323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02846656387408665,"score_gpt":0.3410380316479388,"score_spread":0.3125714677738522,"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."}}