{"id":"W3025914875","doi":"10.1097/ju.0000000000001139","title":"A Prospective Randomized Controlled Trial of Irrigation “Bag Squeeze” to Manage Pain for Patients Undergoing Flexible Cystoscopy","year":2020,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Cystoscopy; Randomized controlled trial; Surgery; Urinary system; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001380541,0.00007968662,0.0007805766,0.00007268892,0.00005143498,0.000004980989,0.0001120219,0.00004366222,0.00002083394],"category_scores_gemma":[0.00294408,0.00004456293,0.0002544342,0.0001087886,0.00004815311,0.00003272351,0.00001865894,0.0001315578,0.00000234538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002191589,"about_ca_system_score_gemma":0.00007815374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002972883,"about_ca_topic_score_gemma":0.000001481093,"domain_scores_codex":[0.9986928,0.0003678424,0.0006055539,0.00007524568,0.0001515786,0.0001069411],"domain_scores_gemma":[0.9975116,0.001438979,0.0005598626,0.0000914366,0.0003206582,0.00007742427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9952077,0.0001515622,0.00005934991,0.00003123902,0.0003211374,5.4571e-7,0.000862609,0.0002758513,0.001095265,0.001197175,0.000606599,0.000190994],"study_design_scores_gemma":[0.9744271,0.0124516,0.0001486743,0.0000230762,0.0007825012,0.000009384711,0.00004225087,0.003436928,0.0001586468,0.008161625,0.0003151213,0.00004308428],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8499188,0.0002098486,0.09372646,0.04600124,0.0002564783,0.008909797,0.000004475371,0.00001689721,0.0009559897],"genre_scores_gemma":[0.9948555,0.00001818036,0.001205741,0.003480408,0.0002583691,0.00009894051,0.000002041684,0.000009748674,0.00007102234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1449367,"threshold_uncertainty_score":0.3524552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490744422558345,"score_gpt":0.2802911648508284,"score_spread":0.265383720625245,"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."}}