{"id":"W2968872606","doi":"10.1504/ijram.2019.101292","title":"Prion disease risk uncertainties associated with urine-derived and recombinant fertility drugs","year":2019,"lang":"en","type":"article","venue":"International Journal of Risk Assessment and Management","topic":"Prion Diseases and Protein Misfolding","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health; Health Canada; University of Ottawa; University of British Columbia; Vancouver Coastal Health","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia; National Academy of Sciences; University of Bristol; Genome British Columbia; University of Ottawa; Geological Society of London","keywords":"Fertility; Urine; Disease; Transmission (telecommunications); Medicine; Environmental health; Internal medicine; Population; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003751421,0.0001076855,0.0001155276,0.00006573028,0.00006029173,0.00008287966,0.0001388178,0.00002623538,0.00002187062],"category_scores_gemma":[0.0000361794,0.00008215001,0.00005960239,0.00002641046,0.00003390414,0.00002026186,0.0001613807,0.00008798642,5.461604e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004154855,"about_ca_system_score_gemma":0.00003814735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001730232,"about_ca_topic_score_gemma":0.000009003372,"domain_scores_codex":[0.999154,0.00008426292,0.0002047643,0.0001761275,0.000279716,0.0001010945],"domain_scores_gemma":[0.9992607,0.00002172024,0.0003492979,0.0001042297,0.0001682467,0.00009577855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00171811,0.0002792688,0.861764,0.00004771018,0.001431986,0.00004204451,0.00009907531,0.0003347775,0.001320585,0.0004714565,0.0003453182,0.1321457],"study_design_scores_gemma":[0.002072711,0.0002774891,0.9903902,0.0001380451,0.0001608174,0.000002985213,0.0002689766,0.0003802619,0.0002417351,0.001155505,0.004774457,0.0001368635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961779,0.001802973,0.001142155,0.0003085007,0.0002474806,0.0001815692,0.0000195968,0.000004080798,0.000115814],"genre_scores_gemma":[0.9739723,0.02508703,0.0006847851,0.00006358517,0.0000422406,0.000005593754,0.00002782708,0.000008066436,0.0001086147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1320089,"threshold_uncertainty_score":0.334998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00437712306336324,"score_gpt":0.2563133608299001,"score_spread":0.2519362377665368,"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."}}