{"id":"W2561235017","doi":"10.1089/end.2016.0215","title":"KIM-1 Is a Potential Urinary Biomarker of Obstruction: Results from a Prospective Cohort Study","year":2016,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Biomarker; Prospective cohort study; Urinary system; Cohort; Cohort study; Internal medicine","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":[0.002278358,0.0005570977,0.0006451489,0.0007516129,0.0006916032,0.001025987,0.0004389987,0.0006155983,0.001398186],"category_scores_gemma":[0.00260871,0.0004341096,0.001215066,0.0009159728,0.0003530007,0.0005819097,0.0008693761,0.0007117396,0.0002744013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002468595,"about_ca_system_score_gemma":0.0004724794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00215223,"about_ca_topic_score_gemma":0.002306673,"domain_scores_codex":[0.9989831,0.0003112028,0.00009233074,0.0002947329,0.0001738227,0.0001447676],"domain_scores_gemma":[0.9983063,0.000365473,0.0004618921,0.0002257153,0.0002295196,0.0004110401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007333084,0.0001229921,0.9975858,0.00001883595,0.0002527677,0.000118425,0.00009953438,0.00002451125,0.0002370001,0.00001135448,0.00005230772,0.0007431229],"study_design_scores_gemma":[0.00005111389,0.0007854914,0.9980406,0.000009428152,0.0002708317,0.0002755436,0.0002124767,0.00014092,0.00005253098,0.00001653821,0.0001375798,0.00000688904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999221,0.0002650065,0.0001184846,0.00002017006,0.000007429378,0.00002519549,0.0002382907,0.00000176371,0.0001027875],"genre_scores_gemma":[0.9992361,0.0001279529,0.0001291477,0.00002146103,0.00001317173,0.00002632635,0.0003352914,0.000002054143,0.000108416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002278358,"threshold_uncertainty_score":0.01204926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02489728530457508,"score_gpt":0.3276831028307514,"score_spread":0.3027858175261763,"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."}}