{"id":"W188925982","doi":"10.5489/cuaj.912","title":"The improved CUA Office of Education","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Urological Association","funders":"","keywords":"Computer science","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":[0.01121632,0.001578475,0.001053179,0.003446322,0.007779075,0.01903858,0.003438393,0.01149149,0.216619],"category_scores_gemma":[0.04018373,0.0008972847,0.00113936,0.002570287,0.003028941,0.006387443,0.009009497,0.01158665,0.08277008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01470139,"about_ca_system_score_gemma":0.07588705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05590656,"about_ca_topic_score_gemma":0.07867652,"domain_scores_codex":[0.9732527,0.004117691,0.001339725,0.003226707,0.01092589,0.007137301],"domain_scores_gemma":[0.9157024,0.005655834,0.003860525,0.004658442,0.03083761,0.03928504],"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":[0.00003744612,0.0001065391,0.0007772395,0.0000746872,0.000004565444,0.0001093865,0.0001184157,0.00004384341,0.0001323493,0.008163948,0.9344161,0.05601556],"study_design_scores_gemma":[0.00001300396,0.0000251941,0.001326983,0.00009132198,0.000001935975,0.00007103873,0.00007851484,0.00005303124,0.00005012066,0.0004312723,0.9978431,0.00001435725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00414789,0.01197713,0.006586206,0.4017197,0.08436938,0.0006779794,0.002342167,0.004054193,0.4841253],"genre_scores_gemma":[0.01662814,0.00368171,0.006410804,0.07343752,0.009414562,0.0004846929,0.001796825,0.0008040673,0.8873417],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.216619,"threshold_uncertainty_score":0.7246627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03639763950451131,"score_gpt":0.3330054383794734,"score_spread":0.2966077988749621,"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."}}