{"id":"W2801913203","doi":"10.1186/s13054-018-2037-6","title":"Delirium prediction in the intensive care unit: comparison of two delirium prediction models","year":2018,"lang":"en","type":"article","venue":"Critical Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Delirium; Medicine; Intensive care unit; Intensive care medicine; Emergency medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.01844783,0.001483696,0.001583624,0.002099526,0.0003464121,0.001989291,0.001275111,0.001113417,0.0006750099],"category_scores_gemma":[0.04157944,0.0006979706,0.002029096,0.0009635707,0.0005269716,0.001459422,0.001544387,0.001313669,0.0002326733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276482,"about_ca_system_score_gemma":0.001289855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004908237,"about_ca_topic_score_gemma":0.002154453,"domain_scores_codex":[0.9931713,0.004604861,0.0003425287,0.0007349761,0.0008771654,0.0002690825],"domain_scores_gemma":[0.9686332,0.02358156,0.002704786,0.001093719,0.002808509,0.001178192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01420175,0.001001863,0.9034233,0.0002937628,0.00328722,0.0001105395,0.0003920165,0.03105261,0.0003908928,0.0003798736,0.0008308865,0.04463532],"study_design_scores_gemma":[0.001139308,0.008333795,0.3788407,0.0002348276,0.001713313,0.0003509164,0.0005316821,0.6062202,0.0006848635,0.001391266,0.0004213009,0.0001377337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908618,0.0008493538,0.006990083,0.0002164666,0.00008429551,0.0001468229,0.000215369,0.00008662021,0.0005491942],"genre_scores_gemma":[0.9958711,0.0002441265,0.003297706,0.00004427735,0.00002804818,0.00007716675,0.0003138511,0.00001086374,0.0001127353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01844783,"threshold_uncertainty_score":0.09756261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06259195188248237,"score_gpt":0.3791050860167303,"score_spread":0.316513134134248,"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."}}