{"id":"W1568572936","doi":"10.1111/trf.12705","title":"Getting to know the unknown","year":2014,"lang":"en","type":"letter","venue":"Transfusion","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Need to know; Residual risk; Psychological intervention; Human immunodeficiency virus (HIV); Statement (logic); Observational study; Norm (philosophy); Reasonable doubt; Medicine; Psychology; Intensive care medicine; Computer science; Law; Political science; Family medicine; Psychiatry; Computer security; Pathology","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":[0.0204991,0.00128202,0.001256222,0.002344313,0.007582395,0.01734943,0.002280581,0.01038989,0.065171],"category_scores_gemma":[0.1159798,0.0009883676,0.001516672,0.001197408,0.01362674,0.03196083,0.01111656,0.02621492,0.03119276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005059924,"about_ca_system_score_gemma":0.008274595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004495157,"about_ca_topic_score_gemma":0.00562231,"domain_scores_codex":[0.9809033,0.007892151,0.001085392,0.002842975,0.005433831,0.001842287],"domain_scores_gemma":[0.9093707,0.03591186,0.006112758,0.01119886,0.02133727,0.01606857],"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":[0.00005696588,0.00004279082,0.00170307,0.0002090501,0.0000335141,0.0004256442,0.003316478,0.00006119601,0.0002428217,0.03646296,0.8817397,0.07570585],"study_design_scores_gemma":[0.000008695645,0.00002175802,0.0004591146,0.000413014,0.00001302305,0.0006497969,0.003132487,0.00006035083,0.0001622344,0.02772507,0.9673189,0.00003562709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001831657,0.01496717,0.007010627,0.8764046,0.05074744,0.00005176574,0.0003504927,0.0003852798,0.04825098],"genre_scores_gemma":[0.05359529,0.03194281,0.009255636,0.7337596,0.05382906,0.0001923083,0.000880699,0.001201044,0.1153436],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.065171,"threshold_uncertainty_score":0.2180187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0294944745872752,"score_gpt":0.2372986964867835,"score_spread":0.2078042218995083,"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."}}