{"id":"W1976371129","doi":"10.5489/cuaj.12221","title":"Urethral sticture disease: Measuring success in treatment","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Hospital","funders":"","keywords":"Medicine; Intensive care medicine","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":[0.004006512,0.0004206682,0.0007522216,0.003421189,0.0004717667,0.001216391,0.0007847725,0.0007694704,0.00434569],"category_scores_gemma":[0.01086128,0.0001866759,0.001096598,0.001941188,0.0006237589,0.001320413,0.001567686,0.0006675495,0.0006608617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006753416,"about_ca_system_score_gemma":0.0003688266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000932246,"about_ca_topic_score_gemma":0.001440917,"domain_scores_codex":[0.9955549,0.001115282,0.001049403,0.0002748288,0.001735124,0.0002705641],"domain_scores_gemma":[0.990721,0.002286651,0.003974279,0.0002847303,0.001674185,0.001059087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000427015,0.0002504677,0.9401528,0.0006000104,0.0004969273,0.0002897343,0.0004486507,0.0006572095,0.0006763671,0.0003284125,0.002450045,0.05322236],"study_design_scores_gemma":[0.00002503891,0.001161679,0.9865209,0.0003792512,0.0002186272,0.002899888,0.0005946619,0.00156201,0.0007698496,0.0004160765,0.005401155,0.00005088538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384722,0.01613181,0.005469214,0.00164413,0.0003396683,0.000389313,0.00230485,0.0001995826,0.03504916],"genre_scores_gemma":[0.9906714,0.002027168,0.004078569,0.0001525801,0.000178185,0.000114719,0.000909915,0.00002882523,0.001838714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00434569,"threshold_uncertainty_score":0.02118874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497847318950325,"score_gpt":0.2493822655532661,"score_spread":0.2244037923637629,"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."}}