{"id":"W4246016450","doi":"10.1111/iju.13744","title":"Educational Lecture","year":2018,"lang":"en","type":"article","venue":"International Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Library science; Medicine; Citation; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008811682,0.001135357,0.0005100269,0.0007987307,0.001260522,0.00286668,0.001004019,0.002015191,0.5191889],"category_scores_gemma":[0.00318408,0.0002417792,0.0007865127,0.0002996998,0.0003766106,0.002070478,0.002922382,0.00335266,0.303871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161121,"about_ca_system_score_gemma":0.00147811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001023089,"about_ca_topic_score_gemma":0.003144644,"domain_scores_codex":[0.9994606,0.00007172632,0.00002308714,0.00007983104,0.0002452833,0.0001193564],"domain_scores_gemma":[0.9979614,0.0001489433,0.00006128276,0.0000684367,0.000687115,0.001072868],"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":[0.00004328097,0.00008852116,0.0001456815,0.00007150486,0.000002678995,0.0002297989,0.00003828821,0.00006457043,0.0003108385,0.001521356,0.9175376,0.07994586],"study_design_scores_gemma":[0.00001380878,0.0000645881,0.0004025685,0.0001094655,0.000003128486,0.0005449721,0.0001066556,0.00008541573,0.0001464196,0.001324769,0.9971904,0.00000776458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003042654,0.008749715,0.005888143,0.07796685,0.215084,0.0003652294,0.001191198,0.001766142,0.6859461],"genre_scores_gemma":[0.006660403,0.004391707,0.00216968,0.01255207,0.02342184,0.0001024497,0.0005580006,0.000290241,0.9498537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5191889,"threshold_uncertainty_score":0.6858186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01342278365127065,"score_gpt":0.3352413415344345,"score_spread":0.3218185578831639,"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."}}