{"id":"W4300030706","doi":"","title":"Confusion assessment method: a systematic review and meta-analysis of diagnostic accuracy","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confusion; Meta-analysis; Systematic review; Systematic error; Computer science; MEDLINE; Psychology; Medicine; Statistics; Mathematics; Chemistry; Pathology; Psychoanalysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04615583,0.003668659,0.02737074,0.01416006,0.001153888,0.004168435,0.003757705,0.002479517,0.002983379],"category_scores_gemma":[0.1337257,0.0019717,0.04209965,0.01173627,0.001430663,0.00360138,0.002646189,0.002183865,0.0002602194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004905655,"about_ca_system_score_gemma":0.006276525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009038763,"about_ca_topic_score_gemma":0.01602492,"domain_scores_codex":[0.9554793,0.0238837,0.01206799,0.003070377,0.004893635,0.0006048471],"domain_scores_gemma":[0.8695202,0.1045339,0.01593102,0.002404129,0.006924126,0.0006865834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002698663,0.00003983422,0.006356255,0.4296557,0.536818,0.00009333734,0.0001471534,0.0004168842,0.00008773735,0.0001491366,0.0005557088,0.02298151],"study_design_scores_gemma":[0.00132301,0.0002985243,0.005796466,0.05167625,0.9385536,0.0001431029,0.00007645827,0.0004606752,0.0001170296,0.0003021951,0.001190062,0.00006252435],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004808747,0.9927568,0.0008420214,0.0001990946,0.0001366338,0.0006159039,0.0004199533,0.00002721666,0.0001937848],"genre_scores_gemma":[0.2186521,0.768523,0.006901245,0.0008249581,0.0004083365,0.003244561,0.001176799,0.00005336923,0.0002157243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04615583,"threshold_uncertainty_score":0.2440982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3091882967394504,"score_gpt":0.6051846827763983,"score_spread":0.2959963860369478,"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."}}