{"id":"W4239826291","doi":"10.5489/cuaj.1282","title":"Podium Session 1: Oncology: Prostate","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Medicine; Prostate cancer; Oncology; Internal medicine; Medical physics; Computer science; Cancer; 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":[0.001445083,0.001609656,0.001753123,0.001247888,0.001851087,0.002813615,0.001220278,0.004500507,0.3730581],"category_scores_gemma":[0.00292744,0.0005815452,0.001418409,0.0004876732,0.0004007157,0.00129898,0.002597999,0.005212367,0.1731241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167487,"about_ca_system_score_gemma":0.002161835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011535,"about_ca_topic_score_gemma":0.003642408,"domain_scores_codex":[0.9992723,0.000145996,0.00005655776,0.0001452093,0.0001840553,0.000195898],"domain_scores_gemma":[0.9963292,0.0002658657,0.0002574908,0.00009540662,0.0008657656,0.002186267],"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":[0.000354303,0.0001121944,0.0002145007,0.0004624311,0.0000115568,0.00009879407,0.00001166013,0.00008128896,0.0002983971,0.0002313877,0.96477,0.03335342],"study_design_scores_gemma":[0.0003666037,0.0004543338,0.004220737,0.0006867673,0.0000211694,0.0005320878,0.00003920147,0.0001743583,0.000359109,0.001323828,0.991795,0.00002682901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008147949,0.03079084,0.003623537,0.1456997,0.3676527,0.004430671,0.00965995,0.003217479,0.4267771],"genre_scores_gemma":[0.02009039,0.02542086,0.002735446,0.0365758,0.2040192,0.001936021,0.005805084,0.0008065611,0.7026106],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3730581,"threshold_uncertainty_score":0.8942565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080633874555099,"score_gpt":0.2930435195762108,"score_spread":0.2722371808306598,"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."}}