{"id":"W2046788478","doi":"10.1002/hast.347","title":"We Need Both Evidence and Values to Navigate Uncertainty","year":2014,"lang":"en","type":"letter","venue":"The Hastings Center Report","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medical ethics; Environmental ethics; Psychology; Law; Philosophy; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06529367,0.001495116,0.004038745,0.002141905,0.01517547,0.01921671,0.01006958,0.1293609,0.00692536],"category_scores_gemma":[0.2188994,0.001865751,0.00332453,0.002354466,0.04613692,0.03096219,0.01001543,0.1462666,0.003613283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01683454,"about_ca_system_score_gemma":0.04295816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02501395,"about_ca_topic_score_gemma":0.04161725,"domain_scores_codex":[0.9297625,0.04117771,0.004492588,0.005000482,0.01497836,0.004588374],"domain_scores_gemma":[0.7589247,0.2002855,0.006797038,0.003396387,0.02066036,0.009936022],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002892567,0.00001436681,0.00009746229,0.0001836116,0.00003032584,0.0003172451,0.00158398,0.00007199878,0.0000453769,0.03354449,0.9585746,0.005507508],"study_design_scores_gemma":[0.0001398067,0.00003818757,0.0002953369,0.002625951,0.00004738911,0.0004817953,0.00455782,0.0002966854,0.0001206504,0.1503209,0.8409247,0.0001508203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000035198,0.001216777,0.00005961332,0.9951985,0.003039089,0.000002230767,0.000006176083,0.000003192745,0.0004392546],"genre_scores_gemma":[0.001275432,0.0007080007,0.0002270421,0.9880436,0.009136488,0.00001757809,0.00000599324,0.00001201508,0.000573793],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9347063,"threshold_uncertainty_score":0.34531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07879016473320945,"score_gpt":0.3475578551401843,"score_spread":0.2687676904069748,"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."}}