{"id":"W1979841859","doi":"10.1159/000046942","title":"Daily Hemodialysis: Is It a Complex Therapy with Unproven Benefits?","year":2000,"lang":"en","type":"review","venue":"Blood Purification","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Humber River Regional Hospital","funders":"","keywords":"Hemodialysis; Intensive care medicine; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009766582,0.0004654455,0.001287171,0.0001884279,0.0001007228,0.00004755859,0.0001733063,0.0002754318,0.0007189804],"category_scores_gemma":[0.00000374274,0.0003107948,0.0004147235,0.0004554643,0.00004731675,0.00005183468,0.000009586577,0.0002394064,0.0004294026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005409355,"about_ca_system_score_gemma":0.0002986911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006624334,"about_ca_topic_score_gemma":0.00002088315,"domain_scores_codex":[0.9982226,0.00008163379,0.0004870618,0.0006133398,0.0003431891,0.0002521189],"domain_scores_gemma":[0.9985041,0.00003553214,0.0002825546,0.0009672123,0.00008150849,0.0001291003],"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":[0.0000438647,0.00110362,0.000105333,0.001719414,0.001557579,0.000003395218,0.0001932867,1.432662e-7,8.979622e-7,0.00005485191,0.0006583835,0.9945592],"study_design_scores_gemma":[0.001904132,0.0003862799,0.0005835639,0.00240147,0.007356526,0.000127824,0.00001777982,0.000002138017,0.00001470527,0.00001061403,0.9868988,0.0002961843],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003558435,0.9911624,0.000009654332,0.0006548485,0.0000196587,0.002026696,0.000143608,0.00007965967,0.005867901],"genre_scores_gemma":[0.0002375772,0.9940523,0.0005899415,0.0002499156,0.000165292,0.0006447796,0.002497867,0.00008503365,0.00147728],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9942631,"threshold_uncertainty_score":0.9999344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08360944393636037,"score_gpt":0.3243128678114725,"score_spread":0.2407034238751121,"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."}}