{"id":"W4396516516","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a3039","title":"Predicting Cognitive Elements of Post Intensive Care Syndrome","year":2024,"lang":"en","type":"article","venue":"","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Cognition; Psychology; Psychiatry","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":[0.0003454621,0.000602597,0.0003268876,0.001248347,0.0003883855,0.0008501809,0.0003335102,0.0005023137,0.002094105],"category_scores_gemma":[0.003567977,0.0001140854,0.0004652029,0.0007239914,0.0002671385,0.0005024878,0.0006176876,0.0007441424,0.000189565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004129209,"about_ca_system_score_gemma":0.000547002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005255166,"about_ca_topic_score_gemma":0.008118589,"domain_scores_codex":[0.999752,0.00005972957,0.00004574579,0.00002454232,0.00006324084,0.00005470576],"domain_scores_gemma":[0.9980922,0.0005953847,0.0006829306,0.00004491209,0.0002549753,0.0003295302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001511255,0.00007360487,0.9972445,0.00001027454,0.00004187488,0.000168171,0.00003620125,0.00008153752,0.0001229625,0.00002398262,0.00007404581,0.001971705],"study_design_scores_gemma":[0.000004070645,0.00009594743,0.9988571,0.0000114813,0.00003343509,0.0002557361,0.0001784989,0.0003384375,0.00008365874,0.00006854236,0.0000686022,0.000004414866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972833,0.0002033313,0.00009238565,0.00008057542,0.00001610104,0.00001570904,0.0001825581,0.000004306022,0.002121733],"genre_scores_gemma":[0.9992322,0.0001067119,0.0001803171,0.00003238977,0.00001879026,0.000008038551,0.0002068071,0.000001162808,0.000213553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005255166,"threshold_uncertainty_score":0.01044917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132182019045951,"score_gpt":0.2944956326943514,"score_spread":0.2812774307897563,"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."}}