{"id":"W1598047838","doi":"","title":"Association Between Early Follow-up with a Nephrologist and Death in Survivors of Acute Kidney Injury","year":2012,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Nephrology; Medicine; Dialysis; Internal medicine; Acute kidney injury; Incidence (geometry); Cohort; Kidney disease; Cohort study; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0005007831,0.0001033254,0.0001401677,0.0004171909,0.0003645306,0.000465402,0.0003418133,0.0003041151,0.001770904],"category_scores_gemma":[0.003546028,0.0001123469,0.000265641,0.0007145934,0.0002208831,0.0002445404,0.0003910172,0.0004595102,0.0001161528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009150145,"about_ca_system_score_gemma":0.001285896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06402213,"about_ca_topic_score_gemma":0.1127458,"domain_scores_codex":[0.9996576,0.00006446712,0.0000370864,0.00005939846,0.00008154819,0.00009988807],"domain_scores_gemma":[0.9971052,0.0003494526,0.001698839,0.0001133886,0.0002721379,0.0004610817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000504431,0.00001127306,0.9989976,0.000006734772,0.00001832528,0.00001990583,0.00004060487,0.00001404555,0.00002177289,0.000007190374,0.00006742859,0.0007446546],"study_design_scores_gemma":[0.000003719279,0.00001634489,0.9997616,0.000005940177,0.00001094566,0.00003439352,0.00005149929,0.00002918364,0.000009175233,0.000007178819,0.00006882914,0.000001168096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989976,0.0002387457,0.00002398076,0.0001248582,0.000003823173,0.000004296993,0.0003039226,0.000001244656,0.0003015253],"genre_scores_gemma":[0.9993904,0.0001375727,0.00002918733,0.00002542981,0.000007278186,0.000003427528,0.0002656859,7.190878e-7,0.0001403464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06402213,"threshold_uncertainty_score":0.127299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754294094116712,"score_gpt":0.2917513081292515,"score_spread":0.2742083671880844,"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."}}