{"id":"W2093201100","doi":"10.1111/j.1492-7535.2005.01146.x","title":"Beyond thrice‐weekly hemodialysis","year":2005,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Medical prescription; Intensive care medicine; Internal medicine","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":[0.001090815,0.0001129389,0.000442416,0.0003807977,0.0001777441,0.000789592,0.0003388116,0.0004822,0.002486034],"category_scores_gemma":[0.002001589,0.00005061169,0.0003889214,0.0004907275,0.0003600894,0.001046697,0.0003986168,0.0007225158,0.0002966566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003795819,"about_ca_system_score_gemma":0.0007735117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006772759,"about_ca_topic_score_gemma":0.001303845,"domain_scores_codex":[0.9995537,0.0001944453,0.00004307299,0.0000543283,0.0001259032,0.00002846867],"domain_scores_gemma":[0.9983599,0.001003873,0.0001900422,0.0001252828,0.0001832075,0.0001376956],"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":[0.0003531004,0.0001468526,0.004126891,0.002785268,0.0001393051,0.0001376297,0.0003641842,0.0005069121,0.002003941,0.01335884,0.005697155,0.9703799],"study_design_scores_gemma":[0.00017701,0.00297645,0.0557574,0.007659531,0.0004378443,0.003481146,0.0006509433,0.0008053718,0.003052991,0.05468156,0.8702569,0.00006291857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.05312742,0.8922945,0.007471506,0.01316402,0.002236605,0.00003562116,0.0001321515,0.00007844601,0.03145962],"genre_scores_gemma":[0.4117003,0.5596483,0.008180942,0.007696022,0.004222001,0.00006746925,0.0001574323,0.00002706971,0.008300582],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.002486034,"threshold_uncertainty_score":0.008316576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285819054998954,"score_gpt":0.2714620607519977,"score_spread":0.2586038702020082,"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."}}