{"id":"W4403831434","doi":"10.1681/asn.20245ha2zad8","title":"Urgent Bedside PD Catheter","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Intensive care medicine; Catheter; Internal medicine; 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":[0.000183924,0.0007302981,0.0008226701,0.0007423696,0.001236585,0.001189493,0.0009776931,0.001481639,0.023116],"category_scores_gemma":[0.001352616,0.0002729568,0.0009669841,0.0004645771,0.0005003471,0.001290194,0.00132136,0.003510077,0.004935781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006924619,"about_ca_system_score_gemma":0.0009323966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001085142,"about_ca_topic_score_gemma":0.001442104,"domain_scores_codex":[0.9994357,0.00005182037,0.00006533221,0.0001666513,0.000117988,0.0001625273],"domain_scores_gemma":[0.9990465,0.0001195041,0.0001581106,0.00007664309,0.000125449,0.0004738103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001253833,0.0006833493,0.08858431,0.001423786,0.0002205625,0.5505709,0.0008345988,0.001076162,0.01257294,0.002584012,0.0979469,0.2422488],"study_design_scores_gemma":[0.0001094007,0.0008215706,0.0329004,0.0005738363,0.00008225019,0.8630195,0.0006185601,0.001865894,0.004352718,0.002465742,0.09310088,0.00008921612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4913088,0.06335001,0.09494151,0.05243122,0.01315686,0.001102733,0.003806223,0.008131387,0.2717713],"genre_scores_gemma":[0.9219176,0.007098519,0.01347591,0.01662473,0.006305307,0.0001651793,0.002639943,0.0004717939,0.03130097],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.023116,"threshold_uncertainty_score":0.07733071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03367313593498295,"score_gpt":0.3570831545785459,"score_spread":0.323410018643563,"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."}}