{"id":"W4236546772","doi":"10.1002/9781118445112.stat06922","title":"Ethical Challenges Posed by Cluster Randomization","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Privacy-Preserving Technologies in Data","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Cancer Care Ontario","funders":"","keywords":"Informed consent; Randomized controlled trial; Randomization; Institutional review board; Context (archaeology); Cluster (spacecraft); Clinical trial; Psychology; Medicine; Engineering ethics; Alternative medicine; Computer science; Psychiatry; Surgery; Pathology; Geography; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5021544,0.0008596867,0.002075785,0.002350673,0.004672526,0.007256183,0.005035607,0.007463952,0.004740284],"category_scores_gemma":[0.6210719,0.001022145,0.001456666,0.003123724,0.02520465,0.005778951,0.00665622,0.01673218,0.001725779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006087762,"about_ca_system_score_gemma":0.02282591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002123074,"about_ca_topic_score_gemma":0.002917372,"domain_scores_codex":[0.1988108,0.735337,0.01705006,0.008382687,0.03883602,0.001583444],"domain_scores_gemma":[0.2402718,0.629694,0.02013035,0.07236238,0.03407973,0.003461738],"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":[0.0005777212,0.00009301677,0.001724171,0.001140171,0.0001682383,0.0004103914,0.01127979,0.001574592,0.0003406873,0.7979795,0.07267673,0.112035],"study_design_scores_gemma":[0.0004547795,0.0003330989,0.00124731,0.008663546,0.0001408918,0.001355656,0.004740672,0.00937934,0.001537004,0.7390162,0.2329471,0.0001843839],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009817939,0.00799007,0.596818,0.3299454,0.01065012,0.007245504,0.0004258196,0.0004156573,0.03669143],"genre_scores_gemma":[0.2753179,0.003910969,0.5193189,0.1538167,0.007079953,0.03020223,0.0002530623,0.000537837,0.00956235],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4978456,"threshold_uncertainty_score":0.6139324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04093041470132367,"score_gpt":0.3092833283314676,"score_spread":0.2683529136301439,"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."}}