{"id":"W4402794968","doi":"10.2196/58613","title":"Homestay Hosting Dynamics and Refugee Well-Being: Scoping Review","year":2024,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Preprint; Refugee; Dynamics (music); Sociology; Political science; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01015638,0.00010281,0.0003308373,0.0004426973,0.0001146929,0.00009919019,0.0003165244,0.0001401693,0.004178958],"category_scores_gemma":[0.006578274,0.00007503883,0.00008560322,0.0004497459,0.0001684623,0.0002254868,0.00009473682,0.002634447,0.0001703629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001987982,"about_ca_system_score_gemma":0.0008068066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009227027,"about_ca_topic_score_gemma":0.0001731588,"domain_scores_codex":[0.9959196,0.0009504086,0.0007447011,0.0002269682,0.001728515,0.0004298222],"domain_scores_gemma":[0.9938744,0.004740669,0.0001398847,0.0001452396,0.0005168068,0.0005830143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000379193,0.0002152901,0.001530416,0.01127122,0.0002878996,0.003749633,0.009443795,2.027019e-7,0.00001886049,0.02272575,0.05680513,0.8935726],"study_design_scores_gemma":[0.002407608,0.003214057,0.009147546,0.8481149,0.0001418154,0.01002754,0.0103999,0.004816362,0.0001168205,0.007864434,0.1032268,0.0005221799],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4304777,0.398016,0.005169507,0.1106643,0.004525648,0.001130302,0.000006868987,0.00005182123,0.04995783],"genre_scores_gemma":[0.940413,0.05627199,0.0001250045,0.001070879,0.0009550815,0.00001675401,0.000003248846,0.00002771223,0.00111631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8930504,"threshold_uncertainty_score":0.9996665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0710217743526711,"score_gpt":0.5421187573100202,"score_spread":0.4710969829573491,"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."}}