{"id":"W4403173969","doi":"10.1111/tme.13100","title":"Blood transfusion in the Caribbean: Historical perspective in the context of Trinidad and Tobago","year":2024,"lang":"en","type":"review","venue":"Transfusion Medicine","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Donation; Blood transfusion; Context (archaeology); Service (business); Blood donor; Medicine; Turnover; Political science; Economic growth; Geography; Surgery; Economy; Law; Economics; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00129033,0.0003496635,0.0002324174,0.004124638,0.009351321,0.00623158,0.0009315317,0.001680875,0.007041319],"category_scores_gemma":[0.003269993,0.0002183153,0.0001293831,0.007769114,0.006397241,0.002409545,0.004443977,0.003089293,0.0003198497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02460165,"about_ca_system_score_gemma":0.01321834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4686609,"about_ca_topic_score_gemma":0.6426237,"domain_scores_codex":[0.999047,0.000435496,0.00003008621,0.00004623607,0.00007249542,0.0003685602],"domain_scores_gemma":[0.9983323,0.0005114218,0.0002868824,0.00004622089,0.0004346083,0.0003885059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001590716,0.00008842017,0.01942287,0.001764095,0.00002792762,0.01393145,0.6092879,0.0004126949,0.0008539965,0.2409377,0.03055233,0.08256167],"study_design_scores_gemma":[0.000005812559,0.00003726011,0.03111901,0.002543825,0.00001746976,0.002424936,0.4055034,0.00009262803,0.0001596769,0.005766459,0.5522767,0.00005290768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4490575,0.1594166,0.0005130584,0.1032701,0.001340265,0.00009762236,0.0005424775,0.0000483892,0.2857138],"genre_scores_gemma":[0.8763326,0.090524,0.0006151734,0.006975314,0.0004305946,0.0001246401,0.0002219466,0.00005399813,0.02472171],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4686609,"threshold_uncertainty_score":0.931866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05218059796205992,"score_gpt":0.3174330155247669,"score_spread":0.265252417562707,"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."}}