{"id":"W1910294592","doi":"10.1111/j.1537-2995.2010.02776.x","title":"Kills 99% of known germs","year":2010,"lang":"en","type":"letter","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pathogen; Blood transfusion; Medicine; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.000173894,0.0003665966,0.0007652356,0.0003290816,0.00005696084,0.0000104769,0.0002081793,0.001804893,0.0033425],"category_scores_gemma":[0.00001065808,0.0002923675,0.0004404207,0.000212424,0.0001243645,0.00003871613,0.00002757961,0.003560958,0.0001513642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002117192,"about_ca_system_score_gemma":0.00008672811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002369633,"about_ca_topic_score_gemma":0.00006933975,"domain_scores_codex":[0.9979108,0.00004214047,0.0005119746,0.0004912508,0.0006843911,0.0003594664],"domain_scores_gemma":[0.9988695,0.00005292392,0.0001017076,0.0007541866,0.0001156683,0.0001060263],"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":[0.0001303092,0.0002693777,0.00007574348,0.001756936,0.0001665294,0.0004242403,0.0003036475,1.558426e-7,0.07241243,0.00004805252,0.8927059,0.03170668],"study_design_scores_gemma":[0.002198334,0.0003085354,0.0008896365,0.0005055576,0.0007141586,0.00005230464,0.00001113088,0.000003503616,0.01536561,0.00006630277,0.9796148,0.0002701234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02173926,0.000368853,0.0006681216,0.9156561,0.002338806,0.002089052,0.00006661403,0.0002396212,0.05683352],"genre_scores_gemma":[0.01308324,0.006286996,0.001584898,0.9368067,0.004068413,0.00008904412,0.0008475896,0.0002416985,0.0369914],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0869089,"threshold_uncertainty_score":0.9999529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279033874078459,"score_gpt":0.248987589273836,"score_spread":0.2361972505330514,"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."}}