{"id":"W3154594030","doi":"10.22374/cjgim.v16isp1.532","title":"Postoperative Delirium","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Psychological intervention; Medicine; Delirium; Perioperative; Humanities; Nursing; Intensive care medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002006628,0.0001750757,0.0005031136,0.0004775357,0.00006554879,0.00001824558,0.0001320337,0.00008110322,0.002618323],"category_scores_gemma":[0.008846605,0.000134292,0.0001758879,0.0002758265,0.0003022255,0.0000882204,0.0000124622,0.0005525691,0.00002612406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725006,"about_ca_system_score_gemma":0.002381211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003510972,"about_ca_topic_score_gemma":0.005703374,"domain_scores_codex":[0.9986268,0.00008372597,0.0005188139,0.0001553965,0.0002923763,0.0003229356],"domain_scores_gemma":[0.97255,0.00006091132,0.0001639658,0.0001484721,0.02600415,0.001072447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003545878,0.00004497985,0.02241035,0.00004633663,0.000740277,0.03821766,0.002126421,0.00001394996,0.06879606,0.001266642,0.8519772,0.01400559],"study_design_scores_gemma":[0.01518163,0.009079656,0.07442696,0.007414682,0.001401308,0.110352,0.03878295,0.0003565104,0.1307179,0.001680415,0.6096694,0.0009365177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7346138,0.008872722,0.003922533,0.1654159,0.005941165,0.0001881069,0.00002734775,0.0000102722,0.0810082],"genre_scores_gemma":[0.8250949,0.000103072,0.001199386,0.1615368,0.001467983,0.000001103175,0.00002499527,0.00003044859,0.01054123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2423078,"threshold_uncertainty_score":0.9995023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996262323290206,"score_gpt":0.2860361308997929,"score_spread":0.2660735076668908,"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."}}