{"id":"W3034079560","doi":"10.1007/s11884-020-00596-y","title":"WATER II Trial (Aquablation)","year":2020,"lang":"en","type":"article","venue":"Current Bladder Dysfunction Reports","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Adverse effect; Urology; Prostate; Sexual function; International Prostate Symptom Score; Clinical trial; Hyperplasia; Prostate cancer; Urinary flow; Lower urinary tract symptoms; Gynecology; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003270923,0.0002094282,0.0003103797,0.0001154191,0.0002583286,0.00004569894,0.00004757226,0.00009336904,0.005557307],"category_scores_gemma":[0.0001446116,0.000148993,0.0001922881,0.0002542059,0.00006228632,0.0002202615,0.0001222911,0.0004412009,0.0004193244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004742813,"about_ca_system_score_gemma":0.0001755394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006401253,"about_ca_topic_score_gemma":5.03379e-7,"domain_scores_codex":[0.997669,0.0000633499,0.0006148927,0.0005579746,0.0006832437,0.000411542],"domain_scores_gemma":[0.9988176,0.00002225289,0.0001039505,0.0003694613,0.0002275763,0.0004591577],"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":[0.08803574,0.004859907,0.03703553,0.001243705,0.001168379,0.004013128,0.006650828,0.000179834,0.02549264,0.0002261836,0.6328281,0.198266],"study_design_scores_gemma":[0.01993365,0.00332608,0.001881676,0.00003929965,0.0002067002,0.0005744069,0.00009573261,0.0005116446,0.007947921,0.0002764079,0.9649002,0.0003063021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540869,0.001005558,0.002510265,0.0169639,0.004679865,0.002636254,0.000007185553,0.0005467954,0.01756326],"genre_scores_gemma":[0.9939957,0.0001006026,0.00005358942,0.000429568,0.001932791,0.0000946596,0.0004043526,0.00003769768,0.002950988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3320721,"threshold_uncertainty_score":0.9953517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06693879069406855,"score_gpt":0.3212653020497154,"score_spread":0.2543265113556469,"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."}}