{"id":"W6960905087","doi":"10.1371/journal.pone.0311098.g002","title":"Delirium incidence in comparison and pandemic samples in Ontario LTC homes.","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delirium; Incidence (geometry); Pandemic; Statistic; Protocol (science); Coronavirus disease 2019 (COVID-19); Risk assessment","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":[0.0004098254,0.0002095737,0.0001935842,0.001078255,0.001150124,0.0005380926,0.0005986693,0.0002825242,0.002174338],"category_scores_gemma":[0.00265456,0.0002066442,0.0002748886,0.001540836,0.0005754941,0.0003387443,0.0008458187,0.0003617261,0.0002454972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007453289,"about_ca_system_score_gemma":0.005564323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8538762,"about_ca_topic_score_gemma":0.9144549,"domain_scores_codex":[0.9993473,0.00006911852,0.00005950728,0.0001081698,0.0002183478,0.0001974843],"domain_scores_gemma":[0.9983253,0.0001103499,0.0006494005,0.00006485541,0.0004662976,0.0003838174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000337254,0.00005035426,0.9939274,0.00002665696,0.00002808001,0.0001847834,0.0009443082,0.00005194312,0.0002724273,0.00004873805,0.001425087,0.002702904],"study_design_scores_gemma":[0.000007807019,0.00004703945,0.9984537,0.000005528429,0.000004895461,0.000051356,0.001140252,0.0000549841,0.00002634028,0.000007805122,0.0001964103,0.000003865481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994581,0.00007512969,0.00005543104,0.00008905728,0.00001042596,0.00004923138,0.00323023,0.000007041514,0.001902496],"genre_scores_gemma":[0.9965819,0.0001070481,0.00009747444,0.00006272613,0.000007334787,0.0000424915,0.002083627,0.000005053164,0.00101246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1461238,"threshold_uncertainty_score":0.2939686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07512468790345753,"score_gpt":0.2655482614695046,"score_spread":0.1904235735660471,"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."}}