{"id":"W2062215455","doi":"10.1111/j.1537-2995.2004.00644.x","title":"The cost‐effectiveness of screening blood donors for malaria by PCR","year":2004,"lang":"en","type":"article","venue":"Transfusion","topic":"Malaria Research and Control","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Malaria; Medicine; Virology; Blood transfusion; Intensive care medicine; Immunology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007257367,0.00008775338,0.0001905527,0.00003426313,0.0001561605,0.00001212026,0.00009247749,0.00006836103,0.0000305114],"category_scores_gemma":[0.0001006611,0.00005600251,0.000121555,0.0001080445,0.00006231816,0.00003743212,0.000008352813,0.0001403561,0.000002046646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001930228,"about_ca_system_score_gemma":0.00008073579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004520444,"about_ca_topic_score_gemma":0.00007838183,"domain_scores_codex":[0.999138,0.00007036894,0.0001532011,0.0001551407,0.0002330647,0.0002502485],"domain_scores_gemma":[0.9992521,0.0003322154,0.00002517903,0.0001840264,0.0001055517,0.0001008608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01059459,0.0003963782,0.002076789,0.0003993935,0.0002314002,0.00001036692,0.0001497984,0.00007014237,0.9353241,0.0131308,0.0000870471,0.03752918],"study_design_scores_gemma":[0.05769963,0.004091547,0.08556166,0.0008450202,0.0005870514,0.00004567231,0.000192314,0.000585017,0.8398895,0.002759383,0.007469812,0.0002733857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7846787,0.0008517228,0.2042092,0.005513621,0.00008714656,0.003629617,0.00004661812,0.00004341368,0.0009399688],"genre_scores_gemma":[0.9986202,0.000447799,0.0004753743,0.00004007242,0.00004510484,0.000184056,0.00002635443,0.00001555827,0.0001454702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2139415,"threshold_uncertainty_score":0.2283716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698767192657525,"score_gpt":0.28456768154449,"score_spread":0.2675800096179147,"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."}}