{"id":"W2547997579","doi":"10.1182/blood.v106.11.4181.4181","title":"Survey of Red Blood Cell Transfusion Practices in Medically Ill Patients.","year":2005,"lang":"en","type":"article","venue":"Blood","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Subspecialty; Transfusion medicine; Blood transfusion; Delirium; Gastrointestinal bleeding; Coronary artery disease; Emergency medicine; Internal medicine; Intensive care medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007124603,0.0001031057,0.0001772721,0.0004379878,0.000351049,0.0003892775,0.0001755779,0.0003515611,0.001170287],"category_scores_gemma":[0.00320241,0.0002053555,0.0001721144,0.000584187,0.0002585289,0.0002599516,0.0002673579,0.0004461386,0.0003084269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006479334,"about_ca_system_score_gemma":0.0006563169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02009759,"about_ca_topic_score_gemma":0.02498288,"domain_scores_codex":[0.9993727,0.0002019552,0.00008976293,0.00005858033,0.0001859899,0.00009114623],"domain_scores_gemma":[0.9968438,0.0005697483,0.001425438,0.00008149862,0.0004506866,0.0006288589],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002167392,0.00004593017,0.9985152,0.00001130322,0.000006913777,0.00003419471,0.0002942312,0.0000157778,0.000143294,0.000004004514,0.0001454171,0.0007620246],"study_design_scores_gemma":[0.000002852027,0.0001572462,0.9989538,0.000007171658,0.000002179276,0.00007525009,0.0005348541,0.00009404656,0.00003529472,0.000002306156,0.0001328386,0.000002130552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993229,0.00005649755,0.00002571039,0.00007824349,0.000002449141,0.00001218948,0.0002419456,0.000002076106,0.0002579019],"genre_scores_gemma":[0.9994457,0.00005693773,0.00008206809,0.00009537504,0.000003731616,0.00001427296,0.0001747375,5.310526e-7,0.0001267078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9992875,"threshold_uncertainty_score":0.03996122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02161448964480093,"score_gpt":0.2670538015254102,"score_spread":0.2454393118806093,"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."}}