{"id":"W2312781834","doi":"10.5414/cnp64055","title":"Complete switch to darbepoetin in a hemodialysis unit","year":2005,"lang":"en","type":"article","venue":"Clinical Nephrology","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Darbepoetin alfa; Hemodialysis; Surgery; Clinical endpoint; Anemia; Internal medicine; Urology; Randomized controlled trial","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001018963,0.0002122329,0.000578907,0.0002595841,0.0007278763,0.0009378635,0.0003968532,0.0006250282,0.001826371],"category_scores_gemma":[0.003441301,0.0001311223,0.0004332883,0.0003609101,0.0003374084,0.000454692,0.000475347,0.001127217,0.0002089526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101974,"about_ca_system_score_gemma":0.0008758649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001842808,"about_ca_topic_score_gemma":0.001619087,"domain_scores_codex":[0.9990182,0.0001766313,0.0001344308,0.0002024253,0.000292178,0.000176104],"domain_scores_gemma":[0.99591,0.00120435,0.001432859,0.0002523604,0.0002091268,0.0009912744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005749743,0.002716694,0.9140513,0.0001482407,0.0002110019,0.003774622,0.0008020563,0.0004603437,0.005559691,0.000169364,0.001511759,0.06484513],"study_design_scores_gemma":[0.0006083917,0.01106085,0.9671054,0.00009288177,0.0001194359,0.009023874,0.0004946599,0.001136629,0.004727502,0.0002150113,0.005384374,0.00003086335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982311,0.0004587929,0.0002769193,0.0001541931,0.00002878444,0.00008256666,0.0001563602,0.00002627943,0.0005849627],"genre_scores_gemma":[0.9988095,0.00008154959,0.0001991977,0.0003584251,0.00005583221,0.00003506826,0.0002366309,0.000002610563,0.0002212024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001842808,"threshold_uncertainty_score":0.007398784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07604160030923912,"score_gpt":0.3962818359531809,"score_spread":0.3202402356439418,"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."}}