{"id":"W4252052787","doi":"10.1002/9780471420194.tnmc38.pub3","title":"Urological Tumours","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Urologic and reproductive health conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002195542,0.0005148204,0.0004046057,0.001952126,0.0005915536,0.000870241,0.0003511077,0.0004674035,0.1312658],"category_scores_gemma":[0.001396493,0.0001303791,0.0004660435,0.001634604,0.0003404279,0.0006980528,0.0007493336,0.000978708,0.05149083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005230196,"about_ca_system_score_gemma":0.001048776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002261598,"about_ca_topic_score_gemma":0.003754467,"domain_scores_codex":[0.9996735,0.00002992423,0.00003162739,0.00003174537,0.0001467624,0.00008644853],"domain_scores_gemma":[0.9995498,0.00008264001,0.00004914166,0.00002638298,0.0001168756,0.0001751695],"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":[0.00008558,0.00005295455,0.006368071,0.0008998758,0.00002071261,0.002578929,0.0001213795,0.0001496544,0.002432568,0.006560342,0.5658857,0.4148442],"study_design_scores_gemma":[0.000007765429,0.0000262149,0.006153529,0.0007873419,0.000008951389,0.01016652,0.00009273341,0.00003424337,0.0005225374,0.001559614,0.9806305,0.00001013429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009492845,0.09390409,0.003959217,0.006944501,0.009796951,0.0003087738,0.01625025,0.001271091,0.8580723],"genre_scores_gemma":[0.09600066,0.1435323,0.01231986,0.009742863,0.01007477,0.0002321429,0.03357972,0.001211886,0.6933058],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1312658,"threshold_uncertainty_score":0.439128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05095544345308533,"score_gpt":0.3697548021770583,"score_spread":0.318799358723973,"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."}}