{"id":"W2144225292","doi":"10.1159/000279623","title":"Debating Clinical Utility","year":2010,"lang":"en","type":"article","venue":"Public Health Genomics","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"National Human Genome Research Institute; National Institutes of Health","keywords":"Deliberation; Stakeholder; Test (biology); Value (mathematics); Population; Public relations; Actuarial science; Psychology; Medicine; Risk analysis (engineering); Business; Political science; Computer science; Environmental health","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":[0.002218548,0.00009831195,0.0001355229,0.00002961591,0.0001634895,0.00003970948,0.0002531644,0.0001876208,0.00008659362],"category_scores_gemma":[0.0006626126,0.0001048795,0.00007350285,0.00008515011,0.0001124924,0.000003451716,0.0001293169,0.0003088096,0.00003238854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005836964,"about_ca_system_score_gemma":0.002398936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003178441,"about_ca_topic_score_gemma":0.000394233,"domain_scores_codex":[0.9985874,0.0001200692,0.0004505353,0.000366735,0.00008797262,0.0003872639],"domain_scores_gemma":[0.998853,0.00003074917,0.0001514307,0.0005521724,0.0001174116,0.0002952149],"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":[0.00002541632,0.0001991837,0.07110979,0.00004157942,0.00006386483,6.354304e-7,0.0003031529,0.000009610369,0.01802636,0.0009030184,0.03664474,0.8726727],"study_design_scores_gemma":[0.0002642519,0.00007098779,0.03494824,8.118515e-7,0.000001707944,0.00001020809,0.00006696468,0.0003761479,0.0008848122,0.000112565,0.9631489,0.0001143792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783511,0.0002134042,0.006797021,0.009640783,0.001832165,0.0002139795,0.00002938048,0.0000262813,0.002895912],"genre_scores_gemma":[0.9745188,0.0001667927,0.01880521,0.005064993,0.001092178,0.00002478324,0.0001126401,0.00002424699,0.0001904106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9265042,"threshold_uncertainty_score":0.427686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07281454622298111,"score_gpt":0.3882142338715693,"score_spread":0.3153996876485882,"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."}}