{"id":"W2337962093","doi":"10.1016/j.hoc.2016.01.005","title":"Pathogen Inactivation Technologies","year":2016,"lang":"en","type":"review","venue":"Hematology/Oncology Clinics of North America","topic":"Blood transfusion and management","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; University of British Columbia","funders":"","keywords":"Pathogen; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008131585,0.001195853,0.0008244963,0.002554506,0.000341937,0.001212167,0.0007462323,0.0008601123,0.006021709],"category_scores_gemma":[0.001101253,0.0002545192,0.0006796997,0.001281692,0.0005335858,0.001071649,0.001065539,0.001479843,0.003118072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005366335,"about_ca_system_score_gemma":0.001720998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007953997,"about_ca_topic_score_gemma":0.001390835,"domain_scores_codex":[0.9994859,0.00008750753,0.00005746727,0.00008753091,0.0002148502,0.00006687984],"domain_scores_gemma":[0.9996212,0.0001415645,0.000104954,0.00002171345,0.00008452661,0.00002609294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006631833,0.0000848421,0.000386272,0.008926461,0.00006199041,0.0001613611,0.00005350822,0.0001627188,0.006742382,0.00233752,0.02436513,0.9566514],"study_design_scores_gemma":[0.00001614028,0.0001590323,0.00117815,0.003182359,0.0001840777,0.001546793,0.0000541664,0.00009778261,0.009369797,0.001153206,0.9830399,0.00001857343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000781158,0.988487,0.001618792,0.0005180194,0.0006549098,0.00004936826,0.00009033364,0.00005383225,0.007746556],"genre_scores_gemma":[0.006768951,0.9815419,0.002126674,0.001006004,0.0003869277,0.0000618968,0.0003073642,0.00001267295,0.007787545],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006021709,"threshold_uncertainty_score":0.02014464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05031932412730041,"score_gpt":0.3882305256272066,"score_spread":0.3379112014999062,"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."}}