{"id":"W4281631860","doi":"10.5489/cuaj.7933","title":"Poster Session 11: EDI, COVID, Patient Relations","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; Medicine; Virology; World Wide Web; Internal medicine","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":[0.002207489,0.0009226407,0.00054936,0.000778033,0.002065453,0.00251524,0.0008610722,0.002717316,0.5244436],"category_scores_gemma":[0.002325307,0.0003632421,0.0004823651,0.0004858729,0.0005278207,0.001180675,0.002714296,0.003177992,0.1203197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085686,"about_ca_system_score_gemma":0.001546744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007993139,"about_ca_topic_score_gemma":0.003420875,"domain_scores_codex":[0.9988816,0.0004110917,0.0000562695,0.0002261972,0.0001810579,0.000243682],"domain_scores_gemma":[0.9975173,0.0005032849,0.0001132287,0.00006926733,0.0004771253,0.001319842],"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":[0.0004203265,0.0003981343,0.003317097,0.0004670134,0.00001126444,0.0006482708,0.0006191031,0.00004232985,0.0007924179,0.0005093917,0.9192552,0.07351936],"study_design_scores_gemma":[0.0001536699,0.0005076225,0.01457918,0.0008038368,0.0000147004,0.001013482,0.001681935,0.0001190266,0.0004266485,0.0004961468,0.9801815,0.00002227882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03951167,0.02325554,0.002043816,0.1048405,0.05270144,0.002599562,0.007340087,0.001079836,0.7666275],"genre_scores_gemma":[0.06415088,0.0103442,0.001908121,0.02091418,0.01673647,0.001261559,0.002453071,0.000330263,0.8819013],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5244436,"threshold_uncertainty_score":0.6783235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445316945031644,"score_gpt":0.2441497685538958,"score_spread":0.2296965991035793,"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."}}