{"id":"W4245285343","doi":"10.5489/cuaj.1267","title":"Podium Session 3: All Oncology","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Medical physics; Medicine; Oncology; Internal medicine; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003973181,0.000101371,0.0002447867,0.0001356232,0.0001680252,0.00006039888,0.00009113012,0.0003156599,0.01303472],"category_scores_gemma":[0.0003966836,0.00007696138,0.0001134712,0.00009505987,0.00002299889,0.0001481324,0.00001124545,0.0007087579,0.0006259712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002627908,"about_ca_system_score_gemma":0.001174627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187593,"about_ca_topic_score_gemma":0.0005099535,"domain_scores_codex":[0.9987209,0.000137053,0.00028243,0.0001442643,0.0002370322,0.0004783409],"domain_scores_gemma":[0.9983035,0.0001152554,0.0001756526,0.00008272373,0.0002408167,0.001082035],"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":[0.00005466809,0.00006307373,0.4464933,0.000004714195,0.0001521028,0.0002130634,0.000197888,0.00001593957,0.001721741,0.0001060746,0.4859678,0.06500963],"study_design_scores_gemma":[0.0007763972,0.0002894545,0.4211361,0.000003136548,0.00002719691,0.0002424678,0.0000535701,0.0001417838,0.00001771784,0.0003469042,0.576896,0.00006919239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7875293,0.0002123201,0.00003821931,0.161249,0.0007973452,0.0002678996,0.0000119377,0.00003472184,0.04985926],"genre_scores_gemma":[0.9302834,0.0001018827,0.0004227544,0.0653802,0.0006561003,0.00001076812,0.00003099351,0.000009369577,0.003104526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1427541,"threshold_uncertainty_score":0.9878675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932260246674278,"score_gpt":0.2634575859013636,"score_spread":0.2441349834346209,"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."}}