{"id":"W2948674050","doi":"10.1089/vid.2019.0022","title":"Holmium Laser Vaporesection of the Prostate: A Step-by-Step Approach","year":2019,"lang":"en","type":"article","venue":"Videourology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Prostate; Medicine; Surgery; International Prostate Symptom Score; Prostatic urethra; Neck of urinary bladder; Urology; Lower urinary tract symptoms; Urinary bladder; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000649658,0.000690684,0.000561323,0.001784967,0.0009377023,0.001228761,0.001282807,0.001270482,0.0251898],"category_scores_gemma":[0.0008825269,0.0006326724,0.001331949,0.0006243052,0.0009208618,0.001316234,0.001567563,0.002804002,0.01014207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003093627,"about_ca_system_score_gemma":0.001173271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511488,"about_ca_topic_score_gemma":0.005423149,"domain_scores_codex":[0.9996666,0.00003894961,0.00002815889,0.00006778921,0.0001318251,0.00006671794],"domain_scores_gemma":[0.9996613,0.0001385625,0.00001943806,0.00006959266,0.00004414219,0.00006704524],"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":[0.0008256982,0.001037144,0.002804956,0.001786437,0.0003477095,0.01275562,0.0004236565,0.001406799,0.1595719,0.003389544,0.04828327,0.7673672],"study_design_scores_gemma":[0.001384889,0.006018345,0.06351826,0.00150157,0.0006839116,0.3840942,0.0008804794,0.01127857,0.1518318,0.01951368,0.358542,0.0007523551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09970916,0.03967962,0.6798747,0.007172221,0.004396678,0.005640961,0.001821594,0.01070618,0.150999],"genre_scores_gemma":[0.2396557,0.02971538,0.6353999,0.003669586,0.001889033,0.001060147,0.001242003,0.001740105,0.08562812],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0251898,"threshold_uncertainty_score":0.08426821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009322893085443,"score_gpt":0.2598797287693724,"score_spread":0.2497864998385179,"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."}}