{"id":"W4242199034","doi":"10.5489/cuaj.3124","title":"Podium Session 1: Oncology","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Medicine; Oncology; Internal medicine; Medical physics; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006902529,0.001023479,0.0009164753,0.001229202,0.001122144,0.002588195,0.001024451,0.002458588,0.5418459],"category_scores_gemma":[0.001518657,0.0004010876,0.001001737,0.0005020971,0.0002739948,0.001247297,0.002346038,0.002810017,0.3417325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415824,"about_ca_system_score_gemma":0.001309856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006638333,"about_ca_topic_score_gemma":0.002693014,"domain_scores_codex":[0.999563,0.00006139222,0.00003224003,0.0001015798,0.0001434355,0.00009816805],"domain_scores_gemma":[0.9983571,0.00008999177,0.00008482744,0.0001015362,0.0004478488,0.0009186456],"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":[0.0001195757,0.00005599483,0.0002910391,0.0001972729,0.000008411387,0.0001735146,0.00001299389,0.00009922098,0.0005328996,0.0005276659,0.9225501,0.0754314],"study_design_scores_gemma":[0.00002477384,0.00007390595,0.001087901,0.0001210042,0.00000556071,0.0005398304,0.00001295317,0.00008260475,0.000296319,0.0005228412,0.997225,0.000007296281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004103211,0.01313599,0.004449481,0.025908,0.08685131,0.00127151,0.006800736,0.006101605,0.8513781],"genre_scores_gemma":[0.01216998,0.007710909,0.001958176,0.006679998,0.02834365,0.0003457796,0.003390845,0.0008643965,0.9385363],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5418459,"threshold_uncertainty_score":0.6535012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209421048642082,"score_gpt":0.2399847148966512,"score_spread":0.2278905044102304,"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."}}