{"id":"W2771571047","doi":"10.1016/j.artres.2017.10.045","title":"4.7 PARAMETERS OF THE RESERVOIR-WAVE APPROACH AND MORTALITY IN DIALYSIS POPULATION","year":2017,"lang":"en","type":"article","venue":"Artery Research","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Dialysis; Population; Internal medicine; Environmental health","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":[0.001072743,0.0004712346,0.0002895189,0.0007200059,0.0001449118,0.00092019,0.0004912374,0.0005969433,0.002882857],"category_scores_gemma":[0.003946573,0.0001488274,0.0005922511,0.000388801,0.0002999115,0.0006318583,0.0005643726,0.0005722591,0.0004508755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000332558,"about_ca_system_score_gemma":0.0005418602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009268911,"about_ca_topic_score_gemma":0.0004302855,"domain_scores_codex":[0.9997092,0.0001165317,0.00002183779,0.00006060628,0.00005363615,0.00003815208],"domain_scores_gemma":[0.998718,0.0005679327,0.0003287449,0.0001530702,0.0001380718,0.00009421015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003317904,0.00009750296,0.9704674,0.00005700813,0.0002022209,0.0001801537,0.0001118935,0.01228887,0.001715062,0.0009731792,0.0003399357,0.013235],"study_design_scores_gemma":[0.00004943924,0.0006986425,0.8214381,0.00005791467,0.000315712,0.002333379,0.0002623219,0.1635058,0.001911361,0.007399004,0.001979643,0.00004867624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748009,0.0005873342,0.02208898,0.0003292982,0.00002269619,0.00002803172,0.0007163272,0.0001121901,0.001314267],"genre_scores_gemma":[0.9971725,0.0001504735,0.002025098,0.00001884086,0.00002018714,0.00002074154,0.0002576876,0.000009025138,0.0003253719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002882857,"threshold_uncertainty_score":0.009644151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1013923407226129,"score_gpt":0.4116133263645192,"score_spread":0.3102209856419063,"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."}}