{"id":"W4391648128","doi":"10.2196/56242","title":"Homestay Hosting Dynamics and Refugee Well-Being: Protocol for a Scoping Review","year":2024,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Refugee; Protocol (science); Computer science; Dynamics (music); Psychology; Medicine; Political science; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06935077,0.005033431,0.01438036,0.02002791,0.005182591,0.008161288,0.005075961,0.007840629,0.08434408],"category_scores_gemma":[0.08362556,0.00515298,0.01361824,0.01725212,0.004680385,0.009843129,0.007133222,0.007136796,0.01259827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01614741,"about_ca_system_score_gemma":0.08243706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044231,"about_ca_topic_score_gemma":0.01858098,"domain_scores_codex":[0.9715485,0.01010368,0.01017718,0.002563958,0.003732213,0.001874482],"domain_scores_gemma":[0.9368639,0.0218093,0.01026029,0.005275848,0.02338875,0.002401974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003632302,0.0004082207,0.000859431,0.8616515,0.001252711,0.001324541,0.005908833,0.001263431,0.002063439,0.006326335,0.05747988,0.05782945],"study_design_scores_gemma":[0.008716719,0.001254089,0.004491959,0.6668376,0.003211196,0.0006494444,0.00664419,0.0007716341,0.001851186,0.008869372,0.296284,0.0004185679],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003436133,0.001909598,0.0008915797,0.0003852399,0.0002611844,0.9916916,0.003613638,0.00006746508,0.0008361115],"genre_scores_gemma":[0.0003270969,0.001508403,0.002052671,0.0001589778,0.00002588582,0.9949614,0.0004741442,0.000008811425,0.0004826267],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08434408,"threshold_uncertainty_score":0.3667663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.428412977683224,"score_gpt":0.6835960936473819,"score_spread":0.2551831159641579,"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."}}