{"id":"W2967428969","doi":"10.5489/cuaj.6163","title":"TBD","year":2019,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0007849637,0.000571858,0.0004972637,0.00200735,0.001647195,0.003488932,0.001096831,0.001547304,0.8262498],"category_scores_gemma":[0.004547111,0.0003510396,0.000477379,0.000969722,0.0007871212,0.0007000634,0.001928135,0.001867945,0.6606386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002133429,"about_ca_system_score_gemma":0.005675605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316635,"about_ca_topic_score_gemma":0.02205067,"domain_scores_codex":[0.9991335,0.00007600513,0.00004379576,0.0001277299,0.0004540885,0.0001648944],"domain_scores_gemma":[0.9972004,0.0001860129,0.00007582617,0.0003299917,0.001330725,0.0008771266],"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":[0.00003818452,0.00004585369,0.0004869543,0.0001184102,0.000005127243,0.0001410198,0.00002683866,0.00003081026,0.000363249,0.003188376,0.8734159,0.1221392],"study_design_scores_gemma":[0.000007832894,0.000006489723,0.0004087741,0.00005610656,0.000001997953,0.0001528409,0.00002118075,0.0000213044,0.000105217,0.0003986078,0.9988171,0.000002599403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005802471,0.001335264,0.0007487293,0.006256383,0.008090936,0.000143851,0.004242789,0.00100552,0.9775964],"genre_scores_gemma":[0.003928905,0.0009453598,0.000616561,0.002793183,0.0007936311,0.00007616791,0.002816468,0.0002704588,0.9877593],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1737502,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008993967540731486,"score_gpt":0.2019114733223238,"score_spread":0.1929175057815923,"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."}}