{"id":"W4378900950","doi":"10.5489/cuaj.8397","title":"CUA: The voice of urologic oncology in Canada","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00335997,0.0003060035,0.0005707322,0.002051437,0.01018731,0.01030855,0.002175933,0.007290779,0.02248814],"category_scores_gemma":[0.01503197,0.0003714012,0.0005511078,0.005469588,0.004399866,0.002072398,0.003466185,0.007960661,0.001106257],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1464382,"about_ca_system_score_gemma":0.3510002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9882583,"about_ca_topic_score_gemma":0.9940525,"domain_scores_codex":[0.9927476,0.0004665793,0.0001509608,0.0003369365,0.002660778,0.003637076],"domain_scores_gemma":[0.9669111,0.002170093,0.001202435,0.0002278196,0.009597369,0.01989107],"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":[0.0001383359,0.00005813647,0.02465886,0.0003097247,0.00006212271,0.0007956554,0.00271245,0.0006456319,0.0003004764,0.05373561,0.8645259,0.05205709],"study_design_scores_gemma":[0.00005467545,0.00003382199,0.05903115,0.0007020578,0.00005850054,0.0004192319,0.0168657,0.001019562,0.0001881252,0.008036909,0.9134473,0.000142871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01993395,0.0160052,0.000137491,0.9254988,0.004359597,0.00002268309,0.001171533,0.0000302015,0.03284055],"genre_scores_gemma":[0.6926126,0.03711848,0.0005235052,0.1887283,0.00616983,0.00004033971,0.001009691,0.0001775745,0.07361969],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9882583,"threshold_uncertainty_score":0.9900107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02471550141494054,"score_gpt":0.2118264497632303,"score_spread":0.1871109483482898,"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."}}