{"id":"W6959418867","doi":"10.11575/prism/45699","title":"Health care costs associated with hospital acquired complications in patients with chronic kidney disease","year":2017,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kidney disease; Health care; Ambulatory; Ambulatory care; Health economics; MEDLINE; Healthcare system; Inpatient care","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":[0.000429921,0.0002582769,0.0003326966,0.0009236804,0.0003708367,0.0009772885,0.0005360497,0.0002951374,0.001632713],"category_scores_gemma":[0.003754812,0.0001803789,0.0008013261,0.001748734,0.000229464,0.0003047998,0.0006343101,0.0008239194,0.00005741529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004668425,"about_ca_system_score_gemma":0.0030605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3119971,"about_ca_topic_score_gemma":0.3675164,"domain_scores_codex":[0.9992129,0.0002112624,0.00008541618,0.00006952596,0.000219276,0.0002016218],"domain_scores_gemma":[0.9983181,0.0002867164,0.0007282636,0.00003743678,0.0002930246,0.0003366085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001171622,0.00004411806,0.9943631,0.00006390408,0.000348178,0.00009429102,0.00002257255,0.0008881299,0.00003596765,0.0001003074,0.000775009,0.003147307],"study_design_scores_gemma":[0.000016523,0.00003411027,0.9975916,0.00003582401,0.00008632693,0.0001221835,0.00007566287,0.001620259,0.00002029482,0.0001128256,0.0002789669,0.000005353895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907107,0.002461183,0.0001691898,0.0007702644,0.00002921511,0.00003221803,0.004385109,0.00001191541,0.001430389],"genre_scores_gemma":[0.9980509,0.0003081792,0.00009628259,0.00005401494,0.00002094909,0.000007517128,0.001335548,9.172237e-7,0.0001256335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3119971,"threshold_uncertainty_score":0.6203622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004712991181085042,"score_gpt":0.200017211211404,"score_spread":0.195304220030319,"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."}}