{"id":"W2764099688","doi":"10.1111/hdi.12609","title":"On‐line hemodiafiltration at home","year":2017,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Home hemodialysis; Medicine; Renal replacement therapy; Dialysis; Intensive care medicine; Quality of life (healthcare); Emergency medicine; Surgery; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001581769,0.0002305969,0.0003721888,0.0001961123,0.0005637393,0.0005220526,0.0002820881,0.0003768124,0.002862284],"category_scores_gemma":[0.0007536972,0.00007327398,0.0003893882,0.0001802724,0.0002294925,0.0003585636,0.0003878721,0.0007117165,0.0005443845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001998903,"about_ca_system_score_gemma":0.0001793001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004527755,"about_ca_topic_score_gemma":0.0004422366,"domain_scores_codex":[0.9998036,0.00005385229,0.0000131014,0.00004145977,0.00004015032,0.00004780796],"domain_scores_gemma":[0.9995195,0.0001124615,0.000110327,0.00007363711,0.00004427028,0.000139794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003799365,0.006792726,0.4281195,0.0005759705,0.000396857,0.04607815,0.002980922,0.001127029,0.1175431,0.0007427846,0.009834931,0.3820087],"study_design_scores_gemma":[0.0007541484,0.02107493,0.5191837,0.0004062347,0.000616896,0.2227318,0.002587124,0.009513756,0.1688069,0.001979289,0.05216179,0.0001834243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896486,0.0008192531,0.004852829,0.000261854,0.00008097088,0.00004172856,0.00009183301,0.0002213911,0.003981524],"genre_scores_gemma":[0.9964654,0.0001564455,0.001746593,0.0003081974,0.0000517199,0.0000144234,0.00009440211,0.00002282802,0.001140026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002862284,"threshold_uncertainty_score":0.009575248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02695852551923142,"score_gpt":0.3037649020282884,"score_spread":0.276806376509057,"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."}}