{"id":"W2564863890","doi":"10.1182/blood.v110.11.5156.5156","title":"Medical Visit Patterns in Cancer Chemotherapy Patients Receiving Erythropoiesis-Stimulating Agents in a Managed Care Setting.","year":2007,"lang":"en","type":"article","venue":"Blood","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Darbepoetin alfa; Chemotherapy; Epoetin alfa; Cancer; Internal medicine; Observational study; Medical record; Population; Emergency 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004661854,0.0001061669,0.0002007544,0.0009705959,0.0003461978,0.0005439516,0.0002501822,0.0003391092,0.001018337],"category_scores_gemma":[0.00222949,0.0001556623,0.0002984258,0.001726688,0.0001577982,0.0003425615,0.0003609489,0.0003997642,0.00009677133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007446205,"about_ca_system_score_gemma":0.0004492013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01597482,"about_ca_topic_score_gemma":0.02233883,"domain_scores_codex":[0.9993126,0.0002033623,0.0001251949,0.0001392421,0.0001335487,0.00008600557],"domain_scores_gemma":[0.9972081,0.0003901956,0.001940482,0.00005655219,0.0001355039,0.0002690741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003604968,0.00002212154,0.9987184,0.00000752217,0.00002135814,0.00003950307,0.00007701879,0.0000274376,0.00006420461,0.00000947383,0.0001678945,0.0008090995],"study_design_scores_gemma":[0.000004406726,0.00003749565,0.9991218,0.00000875635,0.000009151442,0.0001611892,0.0001989949,0.0002532856,0.00003019655,0.000007704479,0.0001650934,0.000001908388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983646,0.0002400808,0.00004512461,0.0001117639,0.000003453908,0.00001008015,0.0008815906,0.000004193126,0.0003390822],"genre_scores_gemma":[0.9989267,0.00008723242,0.0001070458,0.00004808229,0.000006636733,0.00001070239,0.0007430737,0.000001258672,0.00006915376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01597482,"threshold_uncertainty_score":0.03176367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416970413928137,"score_gpt":0.3134275646725468,"score_spread":0.2992578605332655,"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."}}