{"id":"W4383960249","doi":"10.2139/ssrn.4489297","title":"Assessment of Total Plaque Area Progression in Patients with Chronic Kidney Disease. Good Practice for Decision Making","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Kidney disease; Medicine; Intensive care medicine; 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":[0.009991208,0.0009695801,0.001522821,0.002689613,0.0009030019,0.002953858,0.001506738,0.00198916,0.004846325],"category_scores_gemma":[0.04651288,0.0004547024,0.0008386481,0.001635685,0.0009627848,0.002482103,0.00157959,0.002901478,0.002543271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007410937,"about_ca_system_score_gemma":0.001530565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003824367,"about_ca_topic_score_gemma":0.005116114,"domain_scores_codex":[0.9940018,0.003390573,0.0008190205,0.0003858558,0.001266629,0.0001361651],"domain_scores_gemma":[0.9845729,0.008010457,0.001342803,0.0007810156,0.004338107,0.0009545715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001475523,0.0005450691,0.09849054,0.00194148,0.0005996007,0.001364043,0.001313667,0.001673502,0.0009267019,0.003514885,0.1303502,0.7578048],"study_design_scores_gemma":[0.002147714,0.003330897,0.5321709,0.02912624,0.002226867,0.0182533,0.007821423,0.0241409,0.003956825,0.1869457,0.189099,0.0007801763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2130555,0.2314112,0.1144984,0.2821669,0.009501796,0.002477921,0.005331861,0.002980671,0.1385757],"genre_scores_gemma":[0.7828392,0.04875549,0.1488351,0.00889662,0.003150266,0.0008979245,0.001379163,0.0002546809,0.004991456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009991208,"threshold_uncertainty_score":0.05283922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192916326124707,"score_gpt":0.3314785683916224,"score_spread":0.3195494051303753,"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."}}