{"id":"W4220955460","doi":"10.1177/02692163221081967","title":"Practice review: Evidence-based and effective management of anaemia in palliative care patients","year":2022,"lang":"en","type":"review","venue":"Palliative Medicine","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Institute for Health and Care Research","keywords":"Medicine; Intensive care medicine; Palliative care; Sequela; MEDLINE; Disease; Cochrane Library; Kidney disease; Blood transfusion; Intervention (counseling); Randomized controlled trial; Surgery; Nursing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01302771,0.001605901,0.005484349,0.009234352,0.0008992532,0.004971209,0.003286661,0.004469566,0.01081559],"category_scores_gemma":[0.1043926,0.001117678,0.005270468,0.008506114,0.001090893,0.003896355,0.002493854,0.003917472,0.001698001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006957569,"about_ca_system_score_gemma":0.01706513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007082505,"about_ca_topic_score_gemma":0.016833,"domain_scores_codex":[0.9768947,0.01182416,0.006281434,0.000840782,0.00373497,0.0004239009],"domain_scores_gemma":[0.9521395,0.03078683,0.009198164,0.0008114367,0.00619381,0.000870359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001474661,0.00005602475,0.000557332,0.7620318,0.002618002,0.0001853975,0.0003739163,0.0003574092,0.0001040545,0.001349912,0.02770213,0.2045166],"study_design_scores_gemma":[0.0001657491,0.00005897926,0.0009607769,0.9532449,0.003522542,0.0002508078,0.0001508238,0.00006389634,0.00004035618,0.00064343,0.04088148,0.00001635657],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003077849,0.9899787,0.0004859197,0.004755691,0.0009543483,0.000676185,0.0002707347,0.00002027802,0.002550402],"genre_scores_gemma":[0.004949224,0.98886,0.002189875,0.002479859,0.0004307385,0.0006460499,0.000193212,0.000007128956,0.0002439133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01302771,"threshold_uncertainty_score":0.06889796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08778753788292457,"score_gpt":0.4229485088958582,"score_spread":0.3351609710129336,"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."}}