{"id":"W4281711486","doi":"10.5489/cuaj.7931","title":"Poster Session 9: Oncology – Prostate","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Prostate; Medicine; Medical physics; Oncology; Internal medicine; Computer science; World Wide Web; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00200089,0.00138508,0.001062223,0.001643437,0.001422867,0.003213129,0.001345199,0.003616027,0.4705361],"category_scores_gemma":[0.003159856,0.0004454775,0.001058037,0.0008279639,0.0005520475,0.001720885,0.003303319,0.003817057,0.2389901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001699614,"about_ca_system_score_gemma":0.002375924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403213,"about_ca_topic_score_gemma":0.003429909,"domain_scores_codex":[0.9987997,0.0002679715,0.00008036209,0.0002879604,0.0003186456,0.0002454062],"domain_scores_gemma":[0.9962021,0.00034861,0.0001864218,0.0001325416,0.001032574,0.002097737],"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":[0.0001457521,0.0000648508,0.0005921618,0.0003120682,0.00001260073,0.0001360904,0.00002987123,0.0000515825,0.000165668,0.0004307034,0.9440562,0.05400252],"study_design_scores_gemma":[0.00005141417,0.0001345042,0.002973796,0.000614512,0.00001451043,0.0006152212,0.00007251735,0.00006718052,0.0001307024,0.0008092991,0.9945042,0.00001207119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004876705,0.04023993,0.002401068,0.09706851,0.2656915,0.00143548,0.007492163,0.001695532,0.5790992],"genre_scores_gemma":[0.02175186,0.03279356,0.001385695,0.0212789,0.1731398,0.0005722739,0.004150289,0.0006307325,0.7442968],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4705361,"threshold_uncertainty_score":0.7552159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02729198258022526,"score_gpt":0.3086605624324005,"score_spread":0.2813685798521752,"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."}}