{"id":"W4294798005","doi":"10.25796/bdd.v5i3.67633","title":"Stage V Chronic Kidney Disease: A plea for Home Dialysis","year":2022,"lang":"en","type":"article","venue":"Bulletin de la Dialyse à Domicile","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plea; Kidney disease; Medicine; Stage (stratigraphy); Dialysis; Intensive care medicine; Disease; End-stage kidney disease; Internal medicine; Political science; Biology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004742127,0.00008855302,0.0003308216,0.0002197769,0.0006607242,0.0008471968,0.0003301452,0.0007456555,0.01021732],"category_scores_gemma":[0.001349087,0.00005454567,0.0003923067,0.0004757495,0.0003349948,0.0009935418,0.0006135295,0.002112412,0.0009654197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003182252,"about_ca_system_score_gemma":0.0009102568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034546,"about_ca_topic_score_gemma":0.003944738,"domain_scores_codex":[0.9996481,0.00008686383,0.00003727415,0.00004414379,0.000109772,0.00007387168],"domain_scores_gemma":[0.9990749,0.0002181647,0.0001670654,0.0000284153,0.0001377825,0.000373616],"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":[0.0004207199,0.0003567059,0.1819883,0.002425569,0.0001867019,0.009335547,0.0007022409,0.0002394005,0.001543033,0.01355156,0.3106162,0.478634],"study_design_scores_gemma":[0.000142657,0.0004235271,0.2227849,0.007832107,0.0002456191,0.03474171,0.002579335,0.0004743753,0.0003280327,0.01745202,0.7129074,0.00008835703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1389465,0.2245246,0.003123484,0.4608262,0.01150592,0.0001920228,0.001982959,0.0001402557,0.158758],"genre_scores_gemma":[0.6921394,0.1344841,0.00371431,0.1230488,0.02590988,0.0001495267,0.002112839,0.00008179642,0.01835934],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01021732,"threshold_uncertainty_score":0.03418028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008609756058706421,"score_gpt":0.2569607976877106,"score_spread":0.2483510416290042,"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."}}