{"id":"W7064973704","doi":"","title":"Delirium Following Cardiac Surgery: Incidence and Risk Factors","year":2012,"lang":"en","type":"other","venue":"Mspace (University of Manitoba)","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Delirium; Incidence (geometry); Intensive care unit; Perioperative; Cohort; Retrospective cohort study; Cohort study; Demographics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001090457,0.0002021289,0.0004344977,0.0003001403,0.00006128508,0.00001032356,0.0001885252,0.0003712347,0.00003012014],"category_scores_gemma":[0.00003499122,0.0002521948,0.0001884854,0.0001249469,0.0000859323,0.00009297249,0.000118269,0.000240726,0.00003524996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000483206,"about_ca_system_score_gemma":0.000009865123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003866503,"about_ca_topic_score_gemma":0.03094864,"domain_scores_codex":[0.9993948,0.00003169196,0.00005181361,0.0001624889,0.0001327507,0.0002264214],"domain_scores_gemma":[0.999482,0.00008662995,0.00007474692,0.0002794592,0.0000118335,0.00006528261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001505245,0.000005770532,0.7874568,0.0001174617,0.0003262174,0.00001378289,0.000115463,0.000009128695,0.00009014497,0.00001988554,0.2099743,0.001869619],"study_design_scores_gemma":[0.0001701078,0.00001880561,0.3499995,0.0002668088,0.0005208956,0.000001476149,0.01689976,0.0002865705,0.0004617132,0.00002014772,0.6304644,0.0008897546],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9266892,0.008425085,0.0005808949,0.0000408135,0.001136905,0.0002092283,0.00009405715,0.00152844,0.06129535],"genre_scores_gemma":[0.955658,0.01876458,0.001442251,0.000006297501,0.0001290167,4.836805e-7,0.00003964326,0.0004085923,0.02355119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4374572,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191420927071935,"score_gpt":0.1749203880472767,"score_spread":0.1630061787765574,"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."}}