{"id":"W2146383436","doi":"10.1634/theoncologist.9-90005-70","title":"Epoetin Alfa: Future Directions and Future Research","year":2004,"lang":"en","type":"article","venue":"The Oncologist","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Ottawa Regional Cancer Foundation","funders":"","keywords":"Medicine; Epoetin alfa; Intensive care medicine; Erythropoietin; MEDLINE; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004403824,0.00009673366,0.0001548768,0.00004306552,0.0004669673,0.00002139621,0.00007220382,0.0001168535,0.0001544832],"category_scores_gemma":[0.00004540027,0.00005129102,0.00004653827,0.0002293337,0.000497902,0.00001873032,0.00005766578,0.0004422648,0.0001073798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002282624,"about_ca_system_score_gemma":0.0001340685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002710645,"about_ca_topic_score_gemma":0.0002420353,"domain_scores_codex":[0.9991606,0.0000877725,0.0001070474,0.0001902016,0.0002097563,0.0002446638],"domain_scores_gemma":[0.999429,0.00009481439,0.00002584051,0.000275442,0.00007670705,0.00009812364],"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":[0.001237,0.004128374,0.0144129,0.0002877114,0.0004994347,0.001858606,0.01384125,0.000009000176,0.005451869,0.07850725,0.231664,0.6481026],"study_design_scores_gemma":[0.00150921,0.0007522987,0.02877393,0.00003322666,0.00005178447,0.0003755458,0.006024983,7.354965e-7,0.0004665955,0.001194771,0.9607512,0.00006571845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3631608,0.01319073,0.000003597368,0.5396091,0.000675249,0.000614989,0.000007485282,0.0001396519,0.08259847],"genre_scores_gemma":[0.9341872,0.03524417,0.003278031,0.001976899,0.00895033,0.0001407971,0.00003035266,0.00003778118,0.01615441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7290872,"threshold_uncertainty_score":0.3591582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05167018119413207,"score_gpt":0.383070599971839,"score_spread":0.3314004187777069,"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."}}