{"id":"W2803748040","doi":"10.1186/s12910-018-0277-2","title":"A scoping review of reporting ‘Ethical Research Practices’ in research conducted among refugees and war-affected populations in the Arab world","year":2018,"lang":"en","type":"review","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Refugee; Research ethics; Informed consent; Philosophy of medicine; Political science; Institutional review board; Qualitative research; Public relations; Public health; Medicine; Family medicine; Psychology; Alternative medicine; Sociology; Law; Social science; Nursing; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch","research_integrity"],"domain":"reporting","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"reporting","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.6016159,0.0005028853,0.004273106,0.002257998,0.0004936331,0.00009497778,0.001820906,0.008939961,0.0003793546],"category_scores_gemma":[0.9893818,0.0003239951,0.0004650162,0.01005807,0.009444243,0.00014166,0.00175848,0.1303365,0.00004085839],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005097445,"about_ca_system_score_gemma":0.08536811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001824971,"about_ca_topic_score_gemma":0.2141162,"domain_scores_codex":[0.8414944,0.1059232,0.01474067,0.002957871,0.03232649,0.002557402],"domain_scores_gemma":[0.01078975,0.9640566,0.006885395,0.004127708,0.01281064,0.001329879],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006084946,0.0003943197,0.00171436,0.9796985,0.00005099778,0.0006729949,0.0006858635,2.648723e-8,4.807986e-7,0.008699561,0.001404707,0.006617371],"study_design_scores_gemma":[0.0005800133,0.0003315939,0.000868735,0.9755486,0.0001947065,0.000198781,0.0002759163,0.00002758873,6.281094e-7,0.005489988,0.01623114,0.0002523698],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003968018,0.9661003,0.00001207679,0.02369572,0.0002045073,0.007420848,0.000007010827,0.00003813161,0.002124584],"genre_scores_gemma":[0.0001706759,0.9939109,0.002015985,0.001717257,0.0006552283,0.0009456218,0.0001235566,0.000101517,0.0003592694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8581334,"threshold_uncertainty_score":0.9999212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9563702929605248,"score_gpt":0.7930182901908189,"score_spread":0.1633520027697059,"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."}}