{"id":"W2995587866","doi":"10.1186/s13063-019-3842-1","title":"Ethical issues in the design and conduct of stepped-wedge cluster randomized trials in low-resource settings","year":2019,"lang":"en","type":"article","venue":"Trials","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Grand Challenges Canada; National Institute for Health and Care Research","keywords":"CRTS; Research ethics; Medicine; Stakeholder; Context (archaeology); Resource (disambiguation); Research design; Psychological intervention; Randomized controlled trial; Computer science; Nursing; Public relations; Psychiatry; Sociology; Political science; Pathology; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7468223,0.002787747,0.00535322,0.00589698,0.005160243,0.01016478,0.008268899,0.01599748,0.006874718],"category_scores_gemma":[0.799379,0.003600351,0.00415385,0.006683826,0.02514488,0.008626212,0.007558096,0.01535706,0.002411983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008893603,"about_ca_system_score_gemma":0.04297215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00186097,"about_ca_topic_score_gemma":0.002780911,"domain_scores_codex":[0.08253445,0.8578129,0.0316972,0.008447408,0.01756999,0.001937976],"domain_scores_gemma":[0.1222733,0.706708,0.04796362,0.08880961,0.02905451,0.005190954],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01464869,0.001779222,0.01102294,0.01913211,0.002628276,0.003490482,0.08832053,0.0100404,0.002831602,0.524004,0.0715617,0.2505401],"study_design_scores_gemma":[0.01372672,0.005222496,0.007158809,0.05578838,0.001190331,0.002535009,0.01285751,0.04467848,0.006457827,0.6316935,0.2178808,0.0008102657],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02310244,0.0072001,0.7353852,0.06386149,0.01185158,0.1414876,0.001034502,0.0007395758,0.01533752],"genre_scores_gemma":[0.1307648,0.001234829,0.6030163,0.01966841,0.00167797,0.2415744,0.0002242505,0.0001882497,0.001650837],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2531777,"threshold_uncertainty_score":0.3122132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6746702634683952,"score_gpt":0.6258062392280295,"score_spread":0.04886402424036573,"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."}}