{"id":"W2554448404","doi":"10.1016/j.kisu.2016.09.001","title":"Renal replacement therapy for refugees with end-stage kidney disease: an international survey of the nephrological community","year":2016,"lang":"en","type":"article","venue":"Kidney International Supplements","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Refugee; Medicine; Renal replacement therapy; Population; Health care; Kidney disease; Dialysis; Family medicine; Political science; Intensive care medicine; Environmental health; Internal medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001223457,0.0002066828,0.0001810271,0.00009751104,0.0002368042,0.00002716034,0.001079183,0.00007381484,0.01914414],"category_scores_gemma":[0.0005737284,0.0001140679,0.00009252181,0.00009005035,0.0001595671,0.0002313167,0.0001105908,0.0001661593,0.00002002159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320884,"about_ca_system_score_gemma":0.0003096072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001615912,"about_ca_topic_score_gemma":0.001167794,"domain_scores_codex":[0.9974461,0.0006807809,0.0005591393,0.0003576821,0.0006315805,0.0003247647],"domain_scores_gemma":[0.9977424,0.0003018388,0.0003630661,0.0006849136,0.0004557786,0.0004520538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007865774,0.001244665,0.8204603,0.00001194013,0.0004425976,0.00000166665,0.0008280689,0.000002058733,0.0007603034,0.01218832,0.1543142,0.001880169],"study_design_scores_gemma":[0.004756311,0.0004746669,0.6017464,0.00003645248,0.00001101253,0.000002240156,0.0000508865,0.00002022746,0.0004515391,0.0004123676,0.3919246,0.0001133419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498948,0.00002006049,0.002545863,0.01317139,0.001920804,0.001258923,0.0296374,0.00004723098,0.001503559],"genre_scores_gemma":[0.9837439,0.00003530017,0.0004470399,0.005614767,0.0001933124,0.0003756365,0.005622538,0.00002452661,0.003942954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2376104,"threshold_uncertainty_score":0.9817525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05342126856410896,"score_gpt":0.3795118145714076,"score_spread":0.3260905460072986,"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."}}