{"id":"W4393385485","doi":"10.1097/cce.0000000000001072","title":"ICU Care Team’s Perception of Clinical Research in the ICU: A Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary; Alberta Health Services","funders":"Cumming School of Medicine, University of Calgary; Groupe canadien de recherche en soins intensifs; University of Calgary; Alberta Health Services","keywords":"Multidisciplinary approach; Nursing; Health care; Medicine; Cross-sectional study; Multidisciplinary team; Family medicine; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008845924,0.00009666845,0.0001912018,0.0003987704,0.001664641,0.0001510296,0.0003905454,0.0002102743,0.0005778274],"category_scores_gemma":[0.006761755,0.00006744096,0.00009005963,0.001560485,0.000631739,0.0005104227,0.0001126782,0.002203332,0.0008614819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00038593,"about_ca_system_score_gemma":0.00345397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009035696,"about_ca_topic_score_gemma":0.001945274,"domain_scores_codex":[0.9919843,0.004404395,0.001117163,0.0004923909,0.001319152,0.0006826136],"domain_scores_gemma":[0.9900075,0.007247237,0.00002909487,0.00042488,0.00203585,0.0002554418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004176294,0.0003995893,0.775201,0.000952975,0.000004039636,0.00001006264,0.1982473,0.000007862564,0.00001883902,0.0102424,0.01214989,0.002724296],"study_design_scores_gemma":[0.000139199,0.0003790741,0.5086223,0.00008528045,0.000003216355,6.353788e-7,0.4840008,0.0001664802,4.358739e-7,0.0009258655,0.005632409,0.00004424927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750623,0.000563118,0.0002596378,0.006593673,0.002901129,0.001969858,0.00008076135,0.00005902558,0.01251052],"genre_scores_gemma":[0.9961627,0.0000383896,0.0001468728,0.0002078912,0.001712047,0.001446111,0.00009817428,0.00001271076,0.0001750609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2857535,"threshold_uncertainty_score":0.9999164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7458112180164289,"score_gpt":0.7381839520050605,"score_spread":0.007627266011368428,"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."}}