{"id":"W4367834400","doi":"10.2196/44551","title":"A Mobile-Based Preventive Intervention for Young, Arabic-Speaking Asylum Seekers During the COVID-19 Pandemic in Germany: Design and Implementation","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Psychological intervention; Intervention (counseling); Psychology; Interpreter; Pandemic; Test (biology); Coronavirus disease 2019 (COVID-19); Medical education; Medicine; Family medicine; Computer science; Psychiatry; Disease","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":[0.002268026,0.0008557278,0.0006140952,0.0006163706,0.00120674,0.0006789846,0.0007721507,0.001007122,0.007307753],"category_scores_gemma":[0.002379942,0.0003770774,0.0008200685,0.0002322125,0.0005523665,0.0006116002,0.001377299,0.000767506,0.0006459358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001323881,"about_ca_system_score_gemma":0.003794281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003340415,"about_ca_topic_score_gemma":0.004072645,"domain_scores_codex":[0.9990395,0.000453595,0.00005568313,0.0001221702,0.00007428677,0.0002547402],"domain_scores_gemma":[0.9991894,0.0002619111,0.00007266643,0.00004916983,0.0001124105,0.0003143613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01671029,0.119275,0.01822269,0.006255326,0.0003352401,0.001151013,0.01360345,0.00222261,0.01424961,0.001333636,0.005436041,0.801205],"study_design_scores_gemma":[0.08596483,0.5174548,0.2658107,0.004719263,0.002996558,0.0005946443,0.03391831,0.01316764,0.01956064,0.002535087,0.05280705,0.0004704562],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583513,0.0003537918,0.003091461,0.0006172059,0.0001466661,0.0339109,0.0005100372,0.0002005543,0.002817922],"genre_scores_gemma":[0.8592014,0.0008957617,0.04137286,0.0007363487,0.00009353297,0.09442403,0.0002626662,0.00002522061,0.002988191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007307753,"threshold_uncertainty_score":0.0244469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1207527225901671,"score_gpt":0.5124312263294154,"score_spread":0.3916785037392483,"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."}}