{"id":"W4397041165","doi":"10.1681/asn.20233411s11093c","title":"A Stormy Dialysis Catheter","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Dialysis; Medicine; Catheter; Intensive care medicine; Internal medicine; Urology; Surgery","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":[0.0003176586,0.0004558866,0.0006086694,0.0007149571,0.001025763,0.001315591,0.0005647757,0.001139186,0.01690627],"category_scores_gemma":[0.002075706,0.0001534555,0.0006058862,0.000572763,0.0004798618,0.001144722,0.0008488375,0.002331287,0.005239823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007587369,"about_ca_system_score_gemma":0.0008668809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007336047,"about_ca_topic_score_gemma":0.0005600624,"domain_scores_codex":[0.9993495,0.00008826935,0.00009611731,0.0001612838,0.0001878561,0.0001169138],"domain_scores_gemma":[0.9988393,0.0002204058,0.0002820626,0.0001045681,0.0001764919,0.0003771384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0008082592,0.0006110945,0.08854234,0.0009250918,0.0002284534,0.373963,0.0008318409,0.0007347456,0.01204663,0.0105301,0.1055742,0.4052042],"study_design_scores_gemma":[0.00007670656,0.0004485787,0.01244103,0.0004160427,0.00008263355,0.8092023,0.0002612007,0.001228479,0.002167446,0.003795469,0.1698442,0.00003602268],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4276399,0.09351092,0.07690573,0.06483537,0.01576929,0.0006799228,0.003503875,0.00380682,0.3133482],"genre_scores_gemma":[0.9124601,0.009055715,0.009230458,0.020452,0.005402835,0.000101388,0.001222441,0.0002377423,0.04183733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01690627,"threshold_uncertainty_score":0.05655706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665439632436026,"score_gpt":0.2813136665972849,"score_spread":0.2646592702729246,"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."}}