{"id":"W4297491198","doi":"10.5489/cuaj.8116","title":"The CUA: Advocating for our patients","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychology","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":[0.01820345,0.0008522638,0.001247026,0.002192674,0.03808314,0.01803674,0.004708393,0.0436502,0.03626459],"category_scores_gemma":[0.09499393,0.0009987174,0.001713266,0.001825653,0.0196386,0.01511289,0.0168377,0.06694467,0.009452558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01324953,"about_ca_system_score_gemma":0.08373678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07015947,"about_ca_topic_score_gemma":0.1718876,"domain_scores_codex":[0.9771722,0.008508273,0.0009749408,0.001409181,0.005467801,0.006467672],"domain_scores_gemma":[0.8244059,0.02433911,0.006456811,0.003793451,0.02486875,0.116136],"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":[0.00002542493,0.00008064282,0.002839979,0.00006530928,0.00002593346,0.0006757809,0.002410288,0.00002641596,0.0001336165,0.009916361,0.9686919,0.01510853],"study_design_scores_gemma":[0.00006740492,0.0000396815,0.002580165,0.0009761067,0.00005910463,0.002108925,0.01894394,0.0001188602,0.0001169319,0.02155992,0.9532745,0.0001544497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008846816,0.002232999,0.000209552,0.9757618,0.01398944,0.00001099369,0.00001112988,0.00002819438,0.006871219],"genre_scores_gemma":[0.02179466,0.002660558,0.000949954,0.9483656,0.01264966,0.00005492357,0.00003274561,0.0001004813,0.01339138],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07015947,"threshold_uncertainty_score":0.1395022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459352001114249,"score_gpt":0.2499142492713584,"score_spread":0.2353207292602159,"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."}}