{"id":"W2171471392","doi":"10.1164/rccm.201208-1537oc","title":"Research Recruitment Practices and Critically Ill Patients. A Multicenter, Cross-Sectional Study (The Consent Study)","year":2013,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Ottawa Hospital; St. Michael's Hospital; St. Joseph’s Healthcare Hamilton; McMaster University; St. Joseph's Hospital; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Workload; Observational study; Informed consent; Critically ill; Inclusion (mineral); Cross-sectional study; Intensive care unit; Intensive care; MEDLINE; Family medicine; Intensive care medicine; Psychology; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01170657,0.000211413,0.0006705685,0.0002957383,0.0004835013,0.0001551132,0.0003001579,0.0001093689,0.0002636872],"category_scores_gemma":[0.2002378,0.0001213578,0.00008015621,0.0004157508,0.007622279,0.0002214449,0.0002880893,0.003499013,0.0000120551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448278,"about_ca_system_score_gemma":0.0005259569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003416669,"about_ca_topic_score_gemma":0.00008062412,"domain_scores_codex":[0.9921359,0.002313195,0.001313942,0.000491616,0.003230905,0.0005144835],"domain_scores_gemma":[0.9313811,0.04150614,0.0004070297,0.0005255716,0.02505825,0.001121888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001192358,0.002179378,0.9777948,0.0001774384,0.0001722668,0.0002947601,0.003294833,1.187892e-7,0.00009960603,0.0004659862,0.0002580392,0.01407046],"study_design_scores_gemma":[0.004473906,0.05809301,0.791669,0.0002250579,0.0001852001,0.00007319637,0.1431732,0.000004036198,0.00001305027,0.0006114783,0.001378794,0.0001001634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779285,0.001632888,0.00001594676,0.01777248,0.0002559022,0.001797778,0.00000336928,0.000009594131,0.0005835871],"genre_scores_gemma":[0.9911151,0.0001806979,0.0001984638,0.007715689,0.0005841856,0.0001131656,7.079432e-7,0.00002372122,0.00006828446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1885312,"threshold_uncertainty_score":0.9988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5454775732060299,"score_gpt":0.6270536548715057,"score_spread":0.08157608166547581,"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."}}