{"id":"W2087565789","doi":"10.1093/ndt/gfq330","title":"Impact of haemoglobin and erythropoietin dose changes on mortality: a secondary analysis of results from a randomized anaemia management trial","year":2010,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Erythropoietin; Randomized controlled trial; Epoetin alfa; Internal medicine; Intensive care medicine; Anemia","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":[],"consensus_categories":[],"category_scores_codex":[0.000758715,0.000259564,0.00163921,0.0007215877,0.00004783565,0.000008535058,0.00007582139,0.000279762,0.0002927786],"category_scores_gemma":[0.00006582003,0.0001925598,0.0006993432,0.0005855063,0.0004330333,0.00003356045,0.00001207814,0.0002568484,0.000002219461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003160515,"about_ca_system_score_gemma":0.00006372434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002725069,"about_ca_topic_score_gemma":0.003696222,"domain_scores_codex":[0.9979172,0.0002604391,0.0007957842,0.0004897988,0.0003309082,0.0002059147],"domain_scores_gemma":[0.9980358,0.0008361532,0.0004675513,0.0004619016,0.00009049052,0.000108026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9112557,0.001186372,0.01275978,0.0001670773,0.0306279,0.0001424213,0.003527391,0.0001141951,0.02979863,0.0002631896,0.00006953413,0.01008778],"study_design_scores_gemma":[0.5724353,0.001551364,0.3767694,0.0000558776,0.04387257,0.00000688654,0.000113989,0.0004758442,0.004362175,0.0001759524,0.00001626148,0.0001643685],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961868,0.00006916811,0.00007653943,0.0006260582,0.0001030468,0.00104669,0.0008039515,0.00003138755,0.001056389],"genre_scores_gemma":[0.9936373,0.002088635,0.001137382,0.0001596907,0.00008500178,0.00007705354,0.002756966,0.00001459069,0.00004334841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3640096,"threshold_uncertainty_score":0.7852359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530981987791884,"score_gpt":0.3037058598655274,"score_spread":0.2883960399876085,"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."}}