{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001095558,0.0003932767,0.0006368083,0.0001359245,0.0002019572,0.0001023018,0.000254682,0.000303913,0.00009007707],"category_scores_gemma":[0.0007066763,0.0002171753,0.0001777729,0.0001788059,0.0002378139,0.00005431394,0.0002676639,0.001348411,0.0001511974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130601,"about_ca_system_score_gemma":0.0001549849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002425276,"about_ca_topic_score_gemma":0.000002689241,"domain_scores_codex":[0.9970952,0.0001327356,0.0005312627,0.0006743128,0.0009142857,0.0006522131],"domain_scores_gemma":[0.9980462,0.0003698415,0.000259446,0.0009253582,0.0001749885,0.0002241557],"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":[0.0001219028,0.00004430239,0.01473307,0.0005676264,0.0002222559,0.009940715,0.0008800193,0.000001521543,0.0004196577,0.000001210469,0.9708122,0.002255505],"study_design_scores_gemma":[0.0006059599,0.0003742231,0.001001614,0.005250049,0.0002911681,0.009129818,0.00006397573,0.00007768172,0.0002664659,0.0001266925,0.9825158,0.0002965449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06839224,0.0005142584,0.00004542871,0.9267675,0.0003309812,0.001146086,0.000007412229,0.000113327,0.002682733],"genre_scores_gemma":[0.1176665,0.0005678065,0.0005836064,0.6924651,0.008874448,0.0001882064,0.0003912259,0.0002213191,0.1790418],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2343024,"threshold_uncertainty_score":0.885615,"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."}}