{"id":"W2898021123","doi":"10.3233/blc-189037","title":"A Festschrift in Honor of Edward M. Messing, MD, FACS","year":2018,"lang":"en","type":"article","venue":"Bladder Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôtel-Dieu de Québec","funders":"National Cancer Institute","keywords":"Honor; Medicine; Gerontology; 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":[],"consensus_categories":[],"category_scores_codex":[0.003510165,0.0008080906,0.001149777,0.0008134798,0.001864669,0.003051115,0.001103615,0.0030582,0.05977822],"category_scores_gemma":[0.02518531,0.0004481374,0.0007710588,0.0004249928,0.001050192,0.001851717,0.00200204,0.007800166,0.03184738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190822,"about_ca_system_score_gemma":0.004066426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002794949,"about_ca_topic_score_gemma":0.005464932,"domain_scores_codex":[0.9976561,0.0005211795,0.0001704011,0.0004342429,0.0008599163,0.0003581883],"domain_scores_gemma":[0.9849569,0.002038019,0.00067009,0.0004070804,0.005339291,0.006588684],"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":[0.00006323047,0.00002323835,0.0003128683,0.00005384155,0.00001022708,0.0003698727,0.00003866012,0.00003749426,0.0001601398,0.0004606821,0.9848099,0.01365988],"study_design_scores_gemma":[0.0000498486,0.00008584791,0.0009928562,0.0001766302,0.00001382533,0.00273859,0.000212117,0.0001607571,0.0003312297,0.001007606,0.9942022,0.00002842743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001622478,0.01378698,0.001286314,0.5283177,0.432837,0.0001428122,0.0004155718,0.0001510429,0.02144015],"genre_scores_gemma":[0.02970325,0.02875131,0.002436035,0.2280502,0.4224422,0.0003578072,0.0007638136,0.0004700409,0.2870253],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05977822,"threshold_uncertainty_score":0.1999781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427980984102118,"score_gpt":0.3336353259049982,"score_spread":0.309355516063977,"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."}}