{"id":"W2896115000","doi":"10.5489/cuaj.5501","title":"Aquablation among novice users in Canada: A WATER II subpopulation analysis","year":2018,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; University of British Columbia; Université de Montréal","funders":"","keywords":"Medicine; Lower urinary tract symptoms; Urology; Prostate; Clinical trial; International Prostate Symptom Score; Hyperplasia; Food and drug administration; Cohort; Internal medicine; Cancer","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":[0.0007882888,0.0004572179,0.0008329267,0.00107885,0.002025097,0.001131331,0.0009479057,0.0005467575,0.002273409],"category_scores_gemma":[0.001406815,0.0003298108,0.0007926414,0.002275822,0.0007621647,0.0003453075,0.0008815994,0.000492982,0.0003009387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006280568,"about_ca_system_score_gemma":0.01268963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8879964,"about_ca_topic_score_gemma":0.9027508,"domain_scores_codex":[0.9989666,0.00008571448,0.00004792188,0.0001820333,0.0003353391,0.000382416],"domain_scores_gemma":[0.9987038,0.0000910518,0.0002707962,0.00007423505,0.0004424046,0.0004176616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001438629,0.000188223,0.9918262,0.00004065154,0.0001652023,0.0001245405,0.0004601591,0.00008286732,0.0006162876,0.00007122956,0.0008209969,0.004165024],"study_design_scores_gemma":[0.0001460272,0.0005481273,0.997045,0.00001468591,0.0001212104,0.0001014379,0.0008345686,0.0002389085,0.0000788895,0.00001969159,0.0008374045,0.00001408721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964235,0.000270228,0.00008774941,0.00008698671,0.000004218637,0.000195225,0.00188672,0.000005485061,0.001039741],"genre_scores_gemma":[0.9971288,0.0001809921,0.0001181406,0.0001773101,0.000007741277,0.00008210749,0.001710411,0.000007072882,0.0005873907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1120036,"threshold_uncertainty_score":0.2253264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490910515360943,"score_gpt":0.247324914749439,"score_spread":0.2324158095958296,"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."}}