{"id":"W4252279405","doi":"10.3410/f.727591200.793531691","title":"Faculty Opinions recommendation of Current surgical standards of care in Wilms tumor.","year":2017,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Wilms' tumor; Current (fluid); Medicine; Computer science; Internal medicine; Engineering; Electrical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00200825,0.0008990925,0.001282937,0.003947079,0.0004239989,0.003095294,0.001954669,0.001439565,0.1693058],"category_scores_gemma":[0.02325373,0.0005287058,0.001201659,0.006493875,0.0003401434,0.001639623,0.001817742,0.001805786,0.1090345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001574303,"about_ca_system_score_gemma":0.005123659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01463385,"about_ca_topic_score_gemma":0.03313342,"domain_scores_codex":[0.9980342,0.0002755865,0.0004447005,0.0003927482,0.0006225192,0.0002303218],"domain_scores_gemma":[0.9913009,0.002354902,0.001523789,0.001226556,0.002361463,0.001232461],"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":[0.00005406129,0.00001005238,0.00129561,0.0004733207,0.00003254583,0.00001045132,0.000006919066,0.00007425387,0.00004197032,0.0003815424,0.9917882,0.005830968],"study_design_scores_gemma":[0.0002497234,0.00001476695,0.008298401,0.0007973604,0.00006270963,0.00009566464,0.000029219,0.0002456708,0.0001981949,0.001516072,0.9884673,0.00002498736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002463355,0.0003099469,0.0002387752,0.0005554933,0.0001341967,0.00003343001,0.9933756,0.00042314,0.004683046],"genre_scores_gemma":[0.001298719,0.0005033223,0.0006870794,0.0003951645,0.00009091328,0.0001113309,0.9933186,0.0002421655,0.003352776],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1693058,"threshold_uncertainty_score":0.5663844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930013307879915,"score_gpt":0.3812391825301675,"score_spread":0.3619390494513684,"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."}}