{"id":"W1493472221","doi":"10.1159/000430084","title":"Peritoneal Dialysis for Chronic Congestive Heart Failure","year":2015,"lang":"en","type":"review","venue":"Blood Purification","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Cardiorenal syndrome; Medicine; Peritoneal dialysis; Heart failure; Intensive care medicine; Dialysis; Cardiology; Internal medicine; Kidney disease; Hemodialysis","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":[0.0005382218,0.0006114635,0.001156439,0.001829745,0.0003108371,0.000817648,0.0006672556,0.0007801069,0.006474673],"category_scores_gemma":[0.001368838,0.0001649893,0.0008552196,0.001473991,0.0003301168,0.0008033369,0.0007367873,0.001395125,0.002043683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003380812,"about_ca_system_score_gemma":0.0009872994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008246154,"about_ca_topic_score_gemma":0.001797174,"domain_scores_codex":[0.9996594,0.0000810737,0.00007449461,0.00004831188,0.0001139616,0.00002279247],"domain_scores_gemma":[0.9995485,0.0002315886,0.0001134826,0.00001332925,0.00006344566,0.00002977492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000817686,0.00006437898,0.0003799304,0.03600961,0.0003752166,0.0003619039,0.00006704756,0.0001552997,0.0004878167,0.001463725,0.04320261,0.9173507],"study_design_scores_gemma":[0.0001123594,0.0001474628,0.002946869,0.02452618,0.0006502389,0.006871023,0.0000831173,0.0001200126,0.0003085109,0.002243247,0.9619606,0.00003039288],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001090361,0.9984492,0.00007859939,0.0002246495,0.0002051449,0.000007154969,0.00002007358,0.000005563667,0.0009005967],"genre_scores_gemma":[0.001498524,0.9971275,0.000175008,0.0003709755,0.0002783077,0.00001077724,0.00005534748,0.00000161027,0.0004819921],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006474673,"threshold_uncertainty_score":0.02165997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04898667199451064,"score_gpt":0.342746956815086,"score_spread":0.2937602848205754,"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."}}