{"id":"W4285741498","doi":"10.1177/20543581221097455","title":"Canadian Association of Radiologists Guidance on Contrast-Associated Acute Kidney Injury","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia; Dalhousie University; University of Toronto; University of Ottawa; Memorial University of Newfoundland; University of Manitoba; Ottawa Hospital","funders":"","keywords":"Medicine; Iodinated contrast; Iodinated contrast media; Acute kidney injury; Intensive care medicine; Surgery; Radiology; Internal medicine; Computed tomography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.008117073,0.00129252,0.001472149,0.008688602,0.002900884,0.00359071,0.003652488,0.004719849,0.03316021],"category_scores_gemma":[0.05061311,0.0007836852,0.001949476,0.006708348,0.002202846,0.002060546,0.00278858,0.005839271,0.01421235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01260729,"about_ca_system_score_gemma":0.08611093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5106578,"about_ca_topic_score_gemma":0.6361992,"domain_scores_codex":[0.9851242,0.003371139,0.002523215,0.0008567435,0.007063673,0.001061066],"domain_scores_gemma":[0.9151818,0.006681107,0.004813083,0.001824121,0.06764653,0.003853395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005774384,0.00003981163,0.002430638,0.001774792,0.00005745342,0.0004947081,0.0002425458,0.0001677482,0.0003153439,0.001986331,0.8659431,0.1264898],"study_design_scores_gemma":[0.00008058181,0.00002273866,0.005553232,0.005265076,0.00006823306,0.001180777,0.0001888361,0.000117655,0.0002017952,0.001504887,0.985755,0.00006123855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.00328305,0.2479158,0.01374752,0.2913751,0.03163454,0.00207697,0.01411701,0.001546361,0.3943036],"genre_scores_gemma":[0.05692327,0.4679158,0.1218101,0.1412127,0.02613964,0.00331462,0.02224812,0.00114988,0.1592859],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4893422,"threshold_uncertainty_score":0.984448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147370818741397,"score_gpt":0.3052164102321103,"score_spread":0.2904793283579706,"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."}}