{"id":"W1739929894","doi":"10.5489/cuaj.1169","title":"CUA as health advocate","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Urological Association","funders":"","keywords":"Medicine; Political 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":[0.01952709,0.0008270348,0.0007869079,0.002108948,0.03276628,0.02283279,0.002968967,0.02428816,0.04133894],"category_scores_gemma":[0.0519434,0.0008205601,0.0007560448,0.001944516,0.0107506,0.0102802,0.01318766,0.03195846,0.008451135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03010099,"about_ca_system_score_gemma":0.156371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3113696,"about_ca_topic_score_gemma":0.4786249,"domain_scores_codex":[0.9688811,0.008760663,0.0006593289,0.001663912,0.006974962,0.01306024],"domain_scores_gemma":[0.9139561,0.008135586,0.002079771,0.001833128,0.02418867,0.04980678],"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":[0.00001500638,0.00003744631,0.0007615789,0.00005333739,0.00000530969,0.0002020953,0.002101044,0.00001731704,0.00005566904,0.03038829,0.9537099,0.01265306],"study_design_scores_gemma":[0.000009638517,0.0000114662,0.0005700036,0.0001839264,0.000005952832,0.000173677,0.003742545,0.00006726027,0.00004259483,0.004261024,0.9909106,0.00002131645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001609613,0.006055117,0.0005720752,0.8995473,0.02193347,0.00005259888,0.00005689421,0.000132034,0.07004082],"genre_scores_gemma":[0.06122122,0.005682849,0.001762609,0.7864284,0.008954827,0.0001436931,0.0001296783,0.000159217,0.1355176],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3113696,"threshold_uncertainty_score":0.6191145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414544547149482,"score_gpt":0.2877222160612233,"score_spread":0.2635767705897285,"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."}}