{"id":"W1991028488","doi":"10.1053/j.ajkd.2009.04.005","title":"CKD and Risk of Hospitalization and Death With Pneumonia","year":2009,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":192,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Economics; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Confidence interval; Renal function; Pneumonia; Kidney disease; Proportional hazards model; Dialysis; Retrospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009326534,0.0003449296,0.0006425983,0.0009954387,0.0008420941,0.001233003,0.0005306028,0.001761331,0.003120173],"category_scores_gemma":[0.004561463,0.0006553212,0.001890912,0.001002044,0.0004496563,0.0009832062,0.0007471556,0.002452984,0.0002857966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004792107,"about_ca_system_score_gemma":0.001192736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016265,"about_ca_topic_score_gemma":0.008750942,"domain_scores_codex":[0.9992658,0.0002021917,0.00009096717,0.0001209748,0.0001321234,0.0001879194],"domain_scores_gemma":[0.9959059,0.0008021911,0.001438727,0.000300486,0.0003136652,0.001238967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003110966,0.00007172855,0.9985057,0.00001086404,0.0002003721,0.00006814433,0.00001867431,0.00007408271,0.00007736277,0.00004741542,0.00007840776,0.0005360884],"study_design_scores_gemma":[0.00002059245,0.00008042549,0.9982338,0.00001165929,0.0001664364,0.0003618484,0.00009208691,0.0007120789,0.00002580491,0.0001621842,0.00012247,0.00001051444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964914,0.001226628,0.0001421262,0.0002487196,0.00003584912,0.000006814185,0.0002869762,0.00001203899,0.001549569],"genre_scores_gemma":[0.9992021,0.0002167486,0.00008430702,0.0000419083,0.00005255972,0.000003344624,0.0001836962,0.00000254133,0.0002128583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016265,"threshold_uncertainty_score":0.02020699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002647691751821538,"score_gpt":0.2233822828658623,"score_spread":0.2207345911140408,"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."}}