{"id":"W3191073625","doi":"10.1159/000517698","title":"Stroke and Chronic Kidney Disease","year":2021,"lang":"en","type":"review","venue":"Contributions to nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Stroke (engine); Kidney disease; Disease; Diabetes mellitus; Intensive care medicine; Coagulopathy; Endothelial dysfunction; Vascular disease; Chronic hypertension; Internal medicine; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001691508,0.0003317211,0.00180288,0.0003191932,0.0001208665,0.00004328823,0.0001140938,0.0002139303,0.0009871474],"category_scores_gemma":[0.0006533829,0.0002585398,0.0006328103,0.0003539928,0.000111771,0.0000217373,0.0003002725,0.0002706905,0.000442074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003394411,"about_ca_system_score_gemma":0.001704886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004264921,"about_ca_topic_score_gemma":0.000004191754,"domain_scores_codex":[0.9981821,0.0002050809,0.0004443842,0.0005768478,0.000159585,0.0004319608],"domain_scores_gemma":[0.9976922,0.00009169192,0.0001088677,0.0006022965,0.0001823883,0.001322501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003343194,0.000231768,0.000005495203,0.005490337,0.001690062,0.0005811338,0.000004553074,9.894278e-7,0.000003005267,0.008323148,0.194745,0.788891],"study_design_scores_gemma":[0.000642969,0.0001258652,0.00006020633,0.003312071,0.01007667,0.00003481808,0.000001544218,0.00001019155,1.748885e-7,0.00001705775,0.9855104,0.0002080207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003764148,0.9903754,0.0005521188,0.004502719,0.000221521,0.001314601,0.002161582,0.0000513486,0.0008169315],"genre_scores_gemma":[0.00002524439,0.9870042,0.00004002973,0.003635256,0.0006978712,0.0004574867,0.002871993,0.00002973326,0.005238167],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7907653,"threshold_uncertainty_score":0.9999867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756322543053404,"score_gpt":0.3346220637071934,"score_spread":0.3170588382766594,"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."}}