{"id":"W1963018689","doi":"10.1111/j.1492-7535.2004.0085ak.x","title":"Reaching Target Hemoglobin after Hospitalization for Incident Hemodialysis Patients","year":2004,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Hemoglobin; Dialysis; Anemia; Kidney disease; Internal medicine; Emergency 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":[0.0005028081,0.0001655099,0.0002567011,0.0003612982,0.0004098348,0.0006341285,0.0002517339,0.0002814031,0.002384556],"category_scores_gemma":[0.002931546,0.0000955565,0.0004609287,0.0003980821,0.00012797,0.0003438144,0.0003399263,0.0008540286,0.0001551879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005349569,"about_ca_system_score_gemma":0.0005882322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002565296,"about_ca_topic_score_gemma":0.00308733,"domain_scores_codex":[0.9995851,0.0000824268,0.00005269532,0.00008098206,0.00008365532,0.0001151901],"domain_scores_gemma":[0.9964163,0.0007959949,0.001879363,0.0001026005,0.0001626706,0.0006430791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001765257,0.00004707748,0.9957802,0.00001297969,0.00002695256,0.0001437151,0.00004720251,0.0001211011,0.00009115492,0.00002218845,0.0002171812,0.003313601],"study_design_scores_gemma":[0.00001056176,0.0001975995,0.9981489,0.00001388893,0.00001991445,0.0005741268,0.0000899797,0.0005001232,0.0001415826,0.00006973945,0.0002284885,0.000005178952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987186,0.0002142699,0.0001640172,0.0001166302,0.00001165497,0.000009368496,0.0003492457,0.00001103527,0.0004051087],"genre_scores_gemma":[0.9990852,0.00008347396,0.00009481182,0.00003422721,0.00002181879,0.000006575135,0.0005607158,0.000001407309,0.0001118555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002565296,"threshold_uncertainty_score":0.007977068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006532755994722871,"score_gpt":0.2419417120947386,"score_spread":0.2354089561000157,"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."}}