{"id":"W4241880473","doi":"10.5489/cuaj.1728","title":"Moderated Poster Session V: Oncology 2","year":2013,"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); Medicine; Oncology; Internal medicine; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001085405,0.001315168,0.0008429415,0.001261481,0.001758727,0.004157097,0.001402433,0.004077176,0.7416599],"category_scores_gemma":[0.002543519,0.0003734227,0.001037338,0.0007147905,0.0003987664,0.001545747,0.003024959,0.003542328,0.5555025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383428,"about_ca_system_score_gemma":0.001626137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100848,"about_ca_topic_score_gemma":0.002899751,"domain_scores_codex":[0.9991278,0.00015344,0.00004423905,0.0001976732,0.0002875311,0.0001893369],"domain_scores_gemma":[0.9973908,0.0002074463,0.0001063841,0.0001611271,0.000846311,0.001287974],"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":[0.0001266709,0.00006456713,0.0001563066,0.0001467911,0.000005388983,0.00007660301,0.00001334175,0.00004206062,0.0001905781,0.0003271643,0.9785201,0.02033049],"study_design_scores_gemma":[0.00004273866,0.00008813127,0.0008949366,0.0001932209,0.00000590254,0.0001292055,0.00003657277,0.00006035734,0.0001767474,0.0005987716,0.9977663,0.00000727429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002299208,0.004226496,0.001205487,0.02143931,0.09701033,0.001428151,0.006489257,0.001940898,0.8639609],"genre_scores_gemma":[0.005854573,0.002126705,0.0004418543,0.005064524,0.02792477,0.0003424325,0.002578431,0.0005159365,0.9551507],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7416599,"threshold_uncertainty_score":0.3684908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725093406533953,"score_gpt":0.2613159730806492,"score_spread":0.2440650390153097,"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."}}