{"id":"W4388301280","doi":"10.1111/bju.16183","title":"Abstracts","year":2023,"lang":"fr","type":"article","venue":"British Journal of Urology","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"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":[0.0007870653,0.001353028,0.0007266332,0.002562282,0.001291675,0.003217314,0.001090619,0.001853223,0.8203557],"category_scores_gemma":[0.00393571,0.0003268023,0.0009445142,0.001030163,0.0003492038,0.0009932171,0.00170715,0.001616584,0.6075229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344844,"about_ca_system_score_gemma":0.001752534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002021058,"about_ca_topic_score_gemma":0.003530152,"domain_scores_codex":[0.9992061,0.00008616027,0.00005895399,0.0001109156,0.0004198698,0.0001179663],"domain_scores_gemma":[0.9974043,0.0002522053,0.0001257017,0.000166248,0.00118915,0.0008625136],"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":[0.0001258986,0.0000398491,0.0001536778,0.0003012721,0.000007563368,0.000155745,0.00001420579,0.00002492043,0.0006255664,0.000708762,0.9466261,0.05121636],"study_design_scores_gemma":[0.00002384028,0.00003077075,0.0005920327,0.0001377712,0.000005808966,0.0002210458,0.00002004675,0.00001396047,0.0002512845,0.0004585296,0.9982398,0.000005153983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002104897,0.01245974,0.0009717942,0.01660611,0.07225917,0.0006404346,0.01196295,0.001240302,0.8817545],"genre_scores_gemma":[0.004120032,0.002818737,0.00028803,0.002155734,0.009160912,0.00012625,0.003670492,0.0002423253,0.9774175],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1796443,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090228529755206,"score_gpt":0.2678296740783329,"score_spread":0.2469273887807809,"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."}}