{"id":"W4394474299","doi":"10.6084/m9.figshare.12630566","title":"DR2UC","year":2020,"lang":"en","type":"dataset","venue":"Figshare","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001439724,0.002519725,0.001560719,0.003092995,0.0009186044,0.002720469,0.003625373,0.002331436,0.1261933],"category_scores_gemma":[0.01011628,0.0006278764,0.001635544,0.00510581,0.0004648743,0.0015787,0.001818535,0.002040299,0.1801894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001468223,"about_ca_system_score_gemma":0.001851357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01722854,"about_ca_topic_score_gemma":0.0273206,"domain_scores_codex":[0.9983442,0.000387795,0.0001615259,0.0005505183,0.0003375248,0.0002184507],"domain_scores_gemma":[0.9969108,0.0009496276,0.0002380052,0.001017606,0.0006549528,0.0002290096],"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":[0.00008690391,0.00001855037,0.0008070206,0.0003368528,0.00003107834,0.00002183667,0.00000967173,0.0007358647,0.00005273527,0.000563067,0.9945585,0.002777906],"study_design_scores_gemma":[0.0004242257,0.00004365049,0.003224882,0.0003126327,0.00004065484,0.0001315279,0.00006301317,0.002516861,0.0004952779,0.004943079,0.9877551,0.0000490873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001710054,0.00006620068,0.0001875606,0.00008912149,0.00003570104,0.0000123937,0.9974038,0.001062577,0.0009716704],"genre_scores_gemma":[0.0004841948,0.00004234328,0.0003199714,0.00006898689,0.000009729958,0.00005715381,0.9982615,0.0001549649,0.0006011299],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1261933,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092291935816434,"score_gpt":0.2545638041379422,"score_spread":0.2336408847797778,"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."}}