{"id":"W4281940025","doi":"10.5489/cuaj.7946","title":"The CUASF: Almost 50 and going strong!","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01183539,0.001850881,0.001449207,0.003052949,0.01494255,0.01642512,0.002367579,0.0184837,0.1471433],"category_scores_gemma":[0.02950279,0.0008468493,0.001889434,0.002051549,0.006155756,0.0123217,0.01181901,0.0209099,0.05063089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009347131,"about_ca_system_score_gemma":0.04273286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08660281,"about_ca_topic_score_gemma":0.1846664,"domain_scores_codex":[0.9881765,0.001363275,0.0003163554,0.000741896,0.004783508,0.00461835],"domain_scores_gemma":[0.9482673,0.002190551,0.0008051665,0.001181413,0.01364682,0.03390866],"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":[0.00002532524,0.00001590933,0.0002756857,0.00002772141,0.000003297952,0.00005311044,0.00005728736,0.000007008108,0.0000339945,0.001114131,0.9850626,0.01332385],"study_design_scores_gemma":[0.00001693878,0.00002420515,0.0008128493,0.0001846778,0.000006700331,0.0001191398,0.0005830082,0.00001722075,0.00003296902,0.00127953,0.9968942,0.0000284743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001070775,0.0169081,0.0004110454,0.7671877,0.1839412,0.00004823189,0.0004274968,0.0004464607,0.02955887],"genre_scores_gemma":[0.02057674,0.01449624,0.002779411,0.5674462,0.06138356,0.0002053276,0.001312748,0.00123239,0.3305672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1471433,"threshold_uncertainty_score":0.4922435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00945169463943094,"score_gpt":0.2855382045081471,"score_spread":0.2760865098687161,"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."}}