{"id":"W2148652031","doi":"10.1177/1740774507087552","title":"Randomized Trials in Vulnerable Populations","year":2008,"lang":"en","type":"article","venue":"Clinical Trials","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Population Health Research Institute; McMaster University","funders":"Canadian Institutes of Health Research; Université Laval","keywords":"Randomized controlled trial; Medicine; Internal medicine","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":[0.4286106,0.001939928,0.006261052,0.004272499,0.003504865,0.006897104,0.003303474,0.01108794,0.01384388],"category_scores_gemma":[0.6275321,0.001709485,0.004567915,0.005508159,0.008228452,0.01027416,0.006363396,0.009034617,0.002260958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004451423,"about_ca_system_score_gemma":0.0152235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001083613,"about_ca_topic_score_gemma":0.001254633,"domain_scores_codex":[0.2619541,0.6892905,0.03331623,0.005751383,0.007908317,0.001779304],"domain_scores_gemma":[0.2854052,0.5827441,0.04940032,0.06037403,0.01773107,0.004345228],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.06473724,0.003849233,0.01439816,0.1004418,0.02944837,0.001942809,0.00574603,0.008119194,0.00139881,0.3470874,0.05679,0.3660409],"study_design_scores_gemma":[0.122018,0.02857511,0.005501689,0.07693103,0.009587487,0.001207109,0.002027002,0.01059576,0.002526033,0.5081854,0.2324611,0.0003841963],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.04997623,0.1298856,0.2994826,0.1302936,0.0560619,0.2800616,0.003021139,0.001240657,0.04997673],"genre_scores_gemma":[0.228345,0.02204722,0.2553004,0.05300616,0.008223802,0.428504,0.0009052205,0.0002065136,0.003461627],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5713894,"threshold_uncertainty_score":0.7046249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8152610590278808,"score_gpt":0.6147570232417887,"score_spread":0.2005040357860921,"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."}}