{"id":"W4214721713","doi":"10.3238/arztebl.m2022.0131","title":"Structured delirium management in the hospital—a randomized controlled trial","year":2022,"lang":"de","type":"article","venue":"Deutsches Ärzteblatt international","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Delirium; Interquartile range; Odds ratio; Randomized controlled trial; Confidence interval; Physical therapy; Montreal Cognitive Assessment; Emergency medicine; Cognition; Internal medicine; Intensive care medicine; Cognitive impairment; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003371513,0.0005877619,0.001774791,0.0009249788,0.0003212939,0.0001640542,0.001165405,0.0001424009,0.00489264],"category_scores_gemma":[0.008416857,0.0004354615,0.001405543,0.0005289371,0.000420946,0.0001241945,0.0005164886,0.001407051,0.0002247492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005279387,"about_ca_system_score_gemma":0.0002067084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006803354,"about_ca_topic_score_gemma":0.00001236162,"domain_scores_codex":[0.9927066,0.002088101,0.001577236,0.0007420041,0.002249243,0.0006367979],"domain_scores_gemma":[0.9926834,0.002169586,0.0007047117,0.0005440174,0.003792099,0.0001061541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9310594,0.00103557,0.0001879481,0.00002828663,0.007861987,0.0008540199,0.00415705,0.0001354744,0.000009507362,0.02289927,0.03059685,0.001174593],"study_design_scores_gemma":[0.9091464,0.000612953,0.0003502992,0.00007516082,0.002259409,0.00002108229,0.02771449,0.002846424,0.00001181579,0.001702494,0.05483187,0.0004275771],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4029141,0.02026851,0.001409,0.1899893,0.09339073,0.07001036,0.0009233637,0.0002328633,0.2208618],"genre_scores_gemma":[0.9334236,0.0006270998,0.0001505136,0.05414198,0.001692432,0.005699968,0.001229455,0.00007713207,0.002957776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5305095,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009751665534496147,"score_gpt":0.2706439754640325,"score_spread":0.2608923099295363,"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."}}