{"id":"W2091050736","doi":"10.1097/ccm.0b013e3181922bb7","title":"Improving clinical trials of long-term outcomes","year":2008,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Intensive care medicine; Psychological intervention; Intensive care unit; Critical illness; Multidisciplinary approach; Quality of life (healthcare); Clinical trial; Intervention (counseling); MEDLINE; Intensive care; Critically ill; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001756006,0.0002750286,0.002137312,0.0002565407,0.00008647445,0.000002982275,0.000135561,0.0002357653,0.000839435],"category_scores_gemma":[0.3266262,0.0001883008,0.0005900294,0.0002325306,0.002478844,0.00005776271,0.00006870106,0.0005663248,0.00002998767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005820495,"about_ca_system_score_gemma":0.0002612265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003792351,"about_ca_topic_score_gemma":0.000004323756,"domain_scores_codex":[0.9961755,0.0005367387,0.001798079,0.0004302457,0.0006591725,0.0004002461],"domain_scores_gemma":[0.9805859,0.006467829,0.0002112259,0.0004880527,0.01177283,0.000474132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004966244,0.0001973883,0.9382128,0.001106288,0.0001596486,0.001500048,0.0007702332,2.270988e-8,0.001720918,0.0005930986,0.004633596,0.05060937],"study_design_scores_gemma":[0.01021075,0.003910345,0.9628075,0.001384342,0.001846327,0.0005498595,0.01493126,0.00001670197,0.003560975,0.0001028554,0.0003257841,0.0003533014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520212,0.005275278,0.01073281,0.01758642,0.003020238,0.001151743,0.00005798252,0.0001468737,0.01000745],"genre_scores_gemma":[0.9798265,0.0001165142,0.00050125,0.01849646,0.0007038472,0.00001730044,0.0001134076,0.00004188369,0.0001829185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3248702,"threshold_uncertainty_score":0.9191225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1857672268090871,"score_gpt":0.4827731370783285,"score_spread":0.2970059102692415,"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."}}