{"id":"W271468424","doi":"10.1155/2007/425248","title":"Mortality of Elderly Patients in Ontario after Hospital Admission for Chronic Obstructive Pulmonary Disease","year":2007,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Health Canada; Department of Family and Community Medicine, University of Toronto; University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Pulmonary disease; COPD; Disease; Hospital admission; Emergency medicine; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003313854,0.0002482128,0.000369643,0.0006964868,0.001353769,0.0006461288,0.0006040838,0.0004017693,0.001241981],"category_scores_gemma":[0.001426865,0.0002175635,0.0004575069,0.001550274,0.0003533345,0.0002730188,0.0006273967,0.0004345887,0.0001670469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0077685,"about_ca_system_score_gemma":0.005613999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8046834,"about_ca_topic_score_gemma":0.8562347,"domain_scores_codex":[0.9994237,0.00003798557,0.00004537541,0.00007477089,0.0002263918,0.0001918087],"domain_scores_gemma":[0.9988148,0.00005405979,0.0005284429,0.0000313068,0.0003047408,0.000266711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005616788,0.00001368872,0.9983745,0.00001607804,0.00001930912,0.00008539156,0.0002722056,0.00002208579,0.00008531367,0.000009353432,0.000322864,0.0007230593],"study_design_scores_gemma":[0.000002764843,0.00002231089,0.9995102,0.000008496685,0.000007708026,0.00004832701,0.000172125,0.00003324836,0.00001109766,0.000004775744,0.0001762045,0.00000269658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960992,0.0003184989,0.0000282189,0.0001591614,0.000007770552,0.00001887296,0.002407433,0.000005374804,0.0009554561],"genre_scores_gemma":[0.998031,0.000204597,0.00003592811,0.00004853106,0.000007383724,0.00001212054,0.001391995,0.000001340276,0.000267147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1953166,"threshold_uncertainty_score":0.3929337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851646186398894,"score_gpt":0.2829093428233408,"score_spread":0.2643928809593519,"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."}}