{"id":"W4387577289","doi":"10.1111/trf.366_17554","title":"P‐TS‐29 | Effect of Donor and Recipient Characteristics on Hemoglobin Increments in Intensive Care Unit Patients Receiving Red Blood Cell Transfusion","year":2023,"lang":"en","type":"article","venue":"Transfusion","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; McMaster University","funders":"","keywords":"Citation; Medicine; Hemoglobin; Blood transfusion; Library science; Internal medicine; Computer science","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":[0.001813914,0.0002695087,0.000853244,0.0002546432,0.0002533384,0.0007261508,0.0005539726,0.0006921099,0.008128882],"category_scores_gemma":[0.006526459,0.0001493889,0.001950167,0.0004389886,0.0003342027,0.0008977618,0.0004962968,0.001905859,0.0005668635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003390707,"about_ca_system_score_gemma":0.0007092786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002272,"about_ca_topic_score_gemma":0.002501265,"domain_scores_codex":[0.9988167,0.0004845128,0.00009362044,0.0002019497,0.000121257,0.0002820134],"domain_scores_gemma":[0.9916775,0.004987903,0.0008758791,0.0003968961,0.0003377687,0.001724049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06369628,0.001513348,0.9059513,0.0001187711,0.002313724,0.0005649587,0.0001862777,0.0006087822,0.0029131,0.0002168078,0.001719317,0.02019734],"study_design_scores_gemma":[0.0003603757,0.01094885,0.98373,0.00002093236,0.0009871889,0.0001991465,0.0004210963,0.001399116,0.0007877689,0.0001756577,0.0009398654,0.00002988949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972752,0.0002534497,0.0001688025,0.0001945387,0.00008335723,0.00001342965,0.0004293282,0.00001339187,0.001568527],"genre_scores_gemma":[0.9987779,0.00004326756,0.00004547974,0.00006812462,0.00004373777,0.000009184413,0.0002437611,0.000005807045,0.0007628999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008128882,"threshold_uncertainty_score":0.02719384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008776410678981201,"score_gpt":0.2369649919324935,"score_spread":0.2281885812535123,"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."}}