{"id":"W2160647950","doi":"10.1177/089686080702700513","title":"Blood Pressure, Volume, and Sodium Control in an Automated Peritoneal Dialysis Population","year":2007,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Peritoneal dialysis; Medicine; Blood pressure; Population; Dialysis; Sodium; Intensive care medicine; Internal medicine; Urology","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":[0.0006603581,0.0003622062,0.0004144176,0.0007251823,0.0005498066,0.0007585186,0.0003663803,0.0005981438,0.0008640313],"category_scores_gemma":[0.00326683,0.0003271683,0.0003026587,0.0008162009,0.0005435463,0.0008152424,0.0004680398,0.0006869425,0.0001597403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003668208,"about_ca_system_score_gemma":0.0003743875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00332456,"about_ca_topic_score_gemma":0.002677248,"domain_scores_codex":[0.9994566,0.0001480597,0.00004257394,0.0001503866,0.0001138189,0.00008863589],"domain_scores_gemma":[0.998536,0.0003325213,0.0005549022,0.00007944487,0.0001158553,0.0003812918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001166622,0.00007719625,0.9987463,0.000004073518,0.00003177905,0.00009969408,0.000084334,0.00003400506,0.0001417102,0.000009261196,0.00003590552,0.0006190595],"study_design_scores_gemma":[0.00002412119,0.0004254043,0.9982931,0.000003110187,0.00002282494,0.0004676226,0.0002750703,0.00036997,0.00003730078,0.00002135142,0.00005537563,0.00000484971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998211,0.00004197584,0.00002605839,0.00001728446,0.000001838926,0.000002658004,0.00003168511,9.75342e-7,0.00005654566],"genre_scores_gemma":[0.9998046,0.00003402179,0.00003709957,0.00001638255,0.00001234433,0.000004244116,0.00007029204,5.726852e-7,0.00002051605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00332456,"threshold_uncertainty_score":0.006610453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007894292438131516,"score_gpt":0.2877791322217427,"score_spread":0.2798848397836112,"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."}}