{"id":"W7047772143","doi":"","title":"The impact of preoperative alcohol use screening on postoperative delirium in cardiac surgery patients: a retrospective observational study","year":2024,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Delirium; Cardiac surgery; Incidence (geometry); Retrospective cohort study; Observational study; Complication; Preoperative care; Elective surgery; Intensive care unit","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001357803,0.0002719883,0.0004903554,0.001000351,0.0006960622,0.0008010226,0.0005694176,0.0004466026,0.0008879776],"category_scores_gemma":[0.003474313,0.0005681482,0.0006819125,0.001603439,0.0004377892,0.0005732321,0.0009229771,0.0008410244,0.0001669263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009282496,"about_ca_system_score_gemma":0.001451893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0206728,"about_ca_topic_score_gemma":0.02967336,"domain_scores_codex":[0.9987701,0.0002683814,0.0002729184,0.0002392874,0.0002678185,0.0001816185],"domain_scores_gemma":[0.9957322,0.000537873,0.00229249,0.000296271,0.0005407267,0.0006004523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004978722,0.00003023549,0.9995471,0.00001294635,0.00003987196,0.00002254851,0.00003957432,0.000007097166,0.00003187862,0.00000367883,0.00003748211,0.0001777516],"study_design_scores_gemma":[0.000009507594,0.0001304052,0.9991522,0.00001645548,0.00005415541,0.0001392267,0.0002755865,0.00009281732,0.00002200452,0.000007219743,0.00009648713,0.000003938212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990571,0.0002518731,0.00004734664,0.00002618895,0.000006352243,0.00002516043,0.0004124776,0.000001424306,0.0001720961],"genre_scores_gemma":[0.999166,0.000158131,0.00007246583,0.0000495945,0.000008283513,0.00002667189,0.0004754447,0.000001253561,0.00004214063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0206728,"threshold_uncertainty_score":0.04110491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0428601735064059,"score_gpt":0.2856128011478422,"score_spread":0.2427526276414363,"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."}}