{"id":"W3169227197","doi":"10.1111/trf.16560","title":"Red blood cell transfusion and associated outcomes in patients referred for palliative care: A retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; Ottawa Hospital; St. Michael's Hospital","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Retrospective cohort study; Palliative care; Proportional hazards model; Blood transfusion; Internal medicine; Cancer; Cohort; Malignancy; Cohort study; Survival analysis; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001298524,0.0002404752,0.0004270766,0.00107755,0.0005322803,0.0008594061,0.0005576679,0.0004086993,0.000828387],"category_scores_gemma":[0.003649954,0.0003927415,0.0006032567,0.001982075,0.0003156782,0.0006527453,0.0006477433,0.0006367593,0.0001519833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00050781,"about_ca_system_score_gemma":0.0006785037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006141563,"about_ca_topic_score_gemma":0.007777015,"domain_scores_codex":[0.9990107,0.0002468376,0.0001586379,0.0002586288,0.0001729838,0.0001521943],"domain_scores_gemma":[0.9967048,0.000432555,0.002001448,0.0002804956,0.0002713358,0.0003093744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003722466,0.00001889945,0.9993172,0.00001076951,0.00004783777,0.00007195209,0.00005863381,0.00001453677,0.00003806184,0.00001328705,0.00005867128,0.0003128546],"study_design_scores_gemma":[0.00001372728,0.0001656603,0.9976998,0.00003585452,0.00008867523,0.0009345432,0.0004406841,0.0002101778,0.00003842753,0.00003149183,0.0003330506,0.000007975528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987218,0.0004338156,0.0001220662,0.00003799631,0.000007003464,0.00001918099,0.0005233363,0.00000212101,0.000132594],"genre_scores_gemma":[0.998758,0.0002997727,0.0001670629,0.00004943625,0.00001517366,0.00002444219,0.0006400523,0.000002227347,0.00004398133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006141563,"threshold_uncertainty_score":0.01221162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01453476578281822,"score_gpt":0.2662374330997722,"score_spread":0.251702667316954,"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."}}