{"id":"W7024085788","doi":"","title":"Reforming Blood Donation in the Age of COVID-19","year":2020,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deferral; Donation; Food and drug administration; Economic shortage; Blood donor; Blood donations; Pandemic; Human immunodeficiency virus (HIV)","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":[0.04893058,0.0006090985,0.0006888532,0.001543858,0.0082935,0.01261813,0.003172746,0.01588234,0.01215853],"category_scores_gemma":[0.0717743,0.0008316205,0.00129158,0.0008932486,0.01187225,0.01241382,0.01078658,0.02759757,0.004283241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01189964,"about_ca_system_score_gemma":0.0324522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0229891,"about_ca_topic_score_gemma":0.02655768,"domain_scores_codex":[0.9740855,0.009226633,0.001357268,0.003013163,0.007024874,0.005292582],"domain_scores_gemma":[0.9573915,0.01507511,0.002881414,0.002816154,0.009436849,0.01239894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000122543,0.0002264192,0.002152784,0.0001843605,0.00002152501,0.0004409858,0.002918759,0.0003905874,0.0005197358,0.5283273,0.3762651,0.08842989],"study_design_scores_gemma":[0.00003737823,0.0001090229,0.001252724,0.0005387174,0.000009981411,0.0002064828,0.0008263513,0.0003130429,0.0004050671,0.05634503,0.9398994,0.00005669807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009754967,0.01611275,0.01146667,0.8518908,0.02514698,0.0001009099,0.0001031398,0.0003962428,0.0850275],"genre_scores_gemma":[0.1055663,0.01262585,0.01089239,0.8006587,0.01618609,0.0002082335,0.0001931787,0.0002817371,0.05338755],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04893058,"threshold_uncertainty_score":0.2587727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607386089295703,"score_gpt":0.2539384734840747,"score_spread":0.2378646125911176,"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."}}