{"id":"W2002696474","doi":"10.1111/j.1537-2995.2005.00624.x","title":"Another stab at donor hemoglobin screening","year":2005,"lang":"en","type":"letter","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Medicine; Donation; Blood donor; Venipuncture; Hemoglobin; Surgery; Confidence interval; Pediatrics; Internal medicine; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.006019383,0.001527302,0.001329474,0.003283993,0.002555277,0.00568058,0.00241038,0.01247029,0.02470821],"category_scores_gemma":[0.01734576,0.0008629161,0.001488046,0.001540329,0.001560009,0.005022134,0.003104678,0.01341037,0.01742847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001899011,"about_ca_system_score_gemma":0.002595047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000705077,"about_ca_topic_score_gemma":0.001962223,"domain_scores_codex":[0.9944174,0.001194733,0.0007972826,0.0008906178,0.002256462,0.0004434741],"domain_scores_gemma":[0.981308,0.006284249,0.001368795,0.001185166,0.005795705,0.004058034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001067738,0.00009237555,0.001522321,0.000274575,0.00002535688,0.000406283,0.00004995987,0.00004757975,0.0002954042,0.00159284,0.9124165,0.08316996],"study_design_scores_gemma":[0.00005056595,0.0001166796,0.001438701,0.0005570799,0.0000330174,0.001294574,0.00009296812,0.0001552918,0.0003272453,0.001224358,0.9946792,0.00003030017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001265985,0.03868847,0.002885374,0.2399324,0.698878,0.0001312988,0.0003066066,0.0003232553,0.01758855],"genre_scores_gemma":[0.007160856,0.02660106,0.002161192,0.2977026,0.6250539,0.0001143614,0.0005083898,0.0004210828,0.04027671],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02470821,"threshold_uncertainty_score":0.08265722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540445931811135,"score_gpt":0.2322132092882149,"score_spread":0.2068087499701036,"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."}}