{"id":"W4242415868","doi":"10.5489/cuaj.3344","title":"Moderated Poster Session V: Oncology 2","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Medical physics; Medicine; Oncology; Internal medicine; Psychology; 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":[0.001266918,0.001097283,0.0007932792,0.0009809607,0.002106177,0.003597463,0.00141745,0.004599095,0.7373406],"category_scores_gemma":[0.00291196,0.000367725,0.00108714,0.0005418352,0.0003957387,0.001537403,0.002903807,0.003469739,0.4901768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001871296,"about_ca_system_score_gemma":0.002459978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001723168,"about_ca_topic_score_gemma":0.005138487,"domain_scores_codex":[0.9991974,0.0001488244,0.00003474937,0.0001525884,0.0002554057,0.0002110561],"domain_scores_gemma":[0.9968956,0.0002326488,0.0001108441,0.0001276853,0.000928357,0.001704913],"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":[0.0001304136,0.00007014057,0.0001500282,0.0001110428,0.000004367494,0.0000577222,0.0000118789,0.0000754291,0.000100771,0.0004382348,0.9840026,0.01484734],"study_design_scores_gemma":[0.00006815061,0.0001097048,0.001068103,0.0001887909,0.000007098789,0.00009551157,0.00004440964,0.0001216856,0.0001466821,0.001035442,0.9971057,0.000008721804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002486781,0.002986828,0.001556808,0.03717072,0.06822628,0.001866864,0.007621218,0.00178855,0.876296],"genre_scores_gemma":[0.01040493,0.001853629,0.0006508591,0.008122005,0.02038758,0.0005513325,0.002728605,0.0004912326,0.9548097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7373406,"threshold_uncertainty_score":0.3746517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03652235199592872,"score_gpt":0.2899577628656252,"score_spread":0.2534354108696965,"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."}}