{"id":"W1973043873","doi":"10.1001/jama.2014.5555","title":"Does This Man With Lower Urinary Tract Symptoms Have Bladder Outlet Obstruction?","year":2014,"lang":"en","type":"review","venue":"JAMA","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Bladder outlet obstruction; Lower urinary tract symptoms; Cochrane Library; Urodynamic testing; Urinary system; MEDLINE; Meta-analysis; Urinary catheterization; Urology; Urinary bladder neck obstruction; CINAHL; Urinary bladder; Systematic review; Catheter; Urinary bladder disease; Surgery; Internal medicine; Psychological intervention","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004267432,0.0006887933,0.002023277,0.0003825092,0.0001616385,0.0001281038,0.0003146346,0.0006352733,0.004777793],"category_scores_gemma":[0.00007029406,0.0003322448,0.0005885366,0.0002845495,0.0002397973,0.0001772539,0.0001358921,0.001672192,0.001020518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785787,"about_ca_system_score_gemma":0.0004605058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004798498,"about_ca_topic_score_gemma":0.000003399285,"domain_scores_codex":[0.9967152,0.0002797763,0.0006301263,0.0008347367,0.0008324637,0.0007076932],"domain_scores_gemma":[0.9977372,0.0002473457,0.0002586245,0.001123461,0.0002154584,0.0004178566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000280225,0.0006758536,0.000322417,0.02168796,0.0009928665,0.002592594,0.0001651715,1.069194e-7,2.010784e-7,0.00002551273,0.01427638,0.9589807],"study_design_scores_gemma":[0.001293843,0.002576736,0.0002786705,0.008322624,0.001442123,0.0053413,0.00004245346,0.000004949444,0.000001281469,0.00002926923,0.9801665,0.0005002344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001978282,0.9543386,0.00001308521,0.0008121736,0.0005800637,0.001853465,0.0001112893,0.0001593275,0.04193414],"genre_scores_gemma":[0.0003368582,0.9231955,0.0001600073,0.0001843333,0.001802971,0.0002099142,0.0004164954,0.0001818573,0.07351204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9658901,"threshold_uncertainty_score":0.999913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02769633733615779,"score_gpt":0.3374132153162384,"score_spread":0.3097168779800806,"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."}}