{"id":"W4412865313","doi":"10.1186/s13063-025-08958-9","title":"Trial Forge Guidance 5: ethical considerations in randomised Studies Within A Trial (SWATs)","year":2025,"lang":"en","type":"article","venue":"Trials","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Western University","funders":"Health Research Board","keywords":"Medicine; Alternative medicine; Forge; Pathology","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":[0.7578277,0.003239353,0.008021907,0.007400299,0.008979996,0.02558446,0.01322269,0.06628599,0.0113028],"category_scores_gemma":[0.8595651,0.005960942,0.01143797,0.008395568,0.04765376,0.02850491,0.01883071,0.04125987,0.00739609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0184626,"about_ca_system_score_gemma":0.09207343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003961954,"about_ca_topic_score_gemma":0.005496557,"domain_scores_codex":[0.05975364,0.815749,0.09353603,0.008415902,0.02021891,0.002326439],"domain_scores_gemma":[0.03556984,0.8501546,0.03819485,0.04068772,0.03128365,0.004109357],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001234761,0.0001972104,0.002270606,0.08241337,0.001794813,0.003120763,0.09721361,0.001870102,0.001132956,0.2149688,0.3503694,0.2434136],"study_design_scores_gemma":[0.002071697,0.0005475489,0.001390839,0.1619469,0.0007042921,0.003001843,0.008121301,0.00405533,0.001465934,0.272801,0.5432954,0.0005978858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.004469371,0.03663381,0.1805219,0.6776972,0.02372034,0.0456374,0.001366052,0.001704673,0.0282492],"genre_scores_gemma":[0.04743993,0.01117187,0.4968315,0.3171254,0.007436738,0.1127193,0.0006587023,0.00112304,0.00549352],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2421723,"threshold_uncertainty_score":0.2986416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8239056555556775,"score_gpt":0.7059456247613771,"score_spread":0.1179600307943004,"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."}}