{"id":"W1973780731","doi":"10.1046/j.1365-2044.2000.01479-39.x","title":"Effectiveness of blood transfusion in Malawi","year":2000,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Blood transfusion and management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Queen's University","keywords":"Medicine; Context (archaeology); Blood transfusion; Caesarean section; Shock (circulatory); Haemorrhagic shock; Intensive care medicine; Pediatrics; Pregnancy; Surgery; Internal 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":[0.003017384,0.0002125689,0.0004020707,0.001136234,0.00060822,0.001239124,0.000512263,0.0004051794,0.001852169],"category_scores_gemma":[0.01934672,0.0002118797,0.0003586964,0.002282373,0.0008528965,0.0009204513,0.001224719,0.0007855936,0.0001255777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003066594,"about_ca_system_score_gemma":0.001843133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0269525,"about_ca_topic_score_gemma":0.03912757,"domain_scores_codex":[0.995406,0.002643506,0.0004890671,0.0001626404,0.0006685436,0.0006301847],"domain_scores_gemma":[0.9904234,0.003412568,0.004330544,0.000234751,0.0009117844,0.0006869247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002643076,0.0003578239,0.7472624,0.003189418,0.000847095,0.002170234,0.0047773,0.001003439,0.002037401,0.002468365,0.007193057,0.2260504],"study_design_scores_gemma":[0.0001430175,0.001492328,0.9777976,0.001318493,0.0004411984,0.001900258,0.00355748,0.001000001,0.001551122,0.0003809904,0.01035938,0.00005812406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466799,0.03953432,0.0003684115,0.008546106,0.0001391306,0.00009356809,0.0006729607,0.00002049939,0.003945086],"genre_scores_gemma":[0.9868313,0.01169462,0.0002360229,0.0005590949,0.00007400652,0.00003607481,0.0001707985,0.000005672796,0.0003924005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0269525,"threshold_uncertainty_score":0.05359125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016447669011766,"score_gpt":0.2376472847224144,"score_spread":0.2274828080322967,"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."}}