{"id":"W4240990014","doi":"10.5489/cuaj.3979","title":"Podium Session 2: Urologic Malignancies","year":2016,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Medicine; Medical physics; General surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.001052438,0.0007109678,0.00084938,0.00120914,0.001367763,0.00152902,0.0008086439,0.001677457,0.2448574],"category_scores_gemma":[0.002755287,0.0003475994,0.0007662303,0.0005924267,0.000355009,0.0009328626,0.002042449,0.002287516,0.07759526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131414,"about_ca_system_score_gemma":0.001764402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001668589,"about_ca_topic_score_gemma":0.005230782,"domain_scores_codex":[0.9995246,0.00008721824,0.00004565041,0.0001057732,0.0001352046,0.0001016126],"domain_scores_gemma":[0.9975498,0.000217376,0.000213636,0.0001362366,0.0005992826,0.001283585],"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":[0.0001436335,0.00007928567,0.003523459,0.0005773331,0.0000237509,0.0004449901,0.00003830145,0.0001295756,0.0005862713,0.0003818533,0.9171881,0.07688346],"study_design_scores_gemma":[0.0000452887,0.0001417342,0.01789794,0.0005956872,0.00002262931,0.002752652,0.00006902475,0.0001478131,0.0005613225,0.0007340608,0.9770138,0.00001799988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02948431,0.04656225,0.008846051,0.08564224,0.1478971,0.002664028,0.01932824,0.004328906,0.6552469],"genre_scores_gemma":[0.09308857,0.0323188,0.004686577,0.02075551,0.07400682,0.0008288902,0.01115221,0.001098895,0.7620637],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2448574,"threshold_uncertainty_score":0.8191296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573335615588388,"score_gpt":0.2424546926347016,"score_spread":0.2267213364788177,"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."}}