{"id":"W2590211062","doi":"10.1007/s00345-017-2007-7","title":"Multicenter international experience of 532 nm-laser photo-vaporization with Greenlight XPS in men with large prostates (prostate volume &gt; 100 cc)","year":2017,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Université de Montréal","funders":"","keywords":"Medicine; Urology; Prostate; International Prostate Symptom Score; Prostate-specific antigen; Internal medicine; Lower urinary tract symptoms","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":[0.0005001962,0.0001581105,0.000385993,0.0004632065,0.00009906292,0.00003866959,0.0003101482,0.00005108657,0.0004010095],"category_scores_gemma":[0.00009009329,0.000105563,0.00005066205,0.0001574882,0.00028504,0.0004351092,0.00009292866,0.0004212712,0.00000725816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000539817,"about_ca_system_score_gemma":0.000181461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006237993,"about_ca_topic_score_gemma":0.0003801587,"domain_scores_codex":[0.9983359,0.0000919211,0.0005014067,0.0002114328,0.0005033112,0.0003560408],"domain_scores_gemma":[0.9983873,0.00005726228,0.0005880144,0.0002902121,0.0005291163,0.0001481419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01420813,0.001346167,0.9728357,0.00006046183,0.0001969383,0.001457942,0.004493556,0.00004570219,0.002802449,0.00004307916,0.0007072195,0.001802639],"study_design_scores_gemma":[0.04373698,0.008759436,0.8583251,0.0004584599,0.0001570765,0.001576075,0.001176172,0.00411952,0.00952947,0.00014405,0.07165744,0.0003601795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884437,0.000263788,0.0002544477,0.005615045,0.0001345489,0.0004315147,0.00002113156,0.000006983475,0.004828875],"genre_scores_gemma":[0.9950652,0.000321757,0.0005762413,0.0001841035,0.0001080726,0.00001550783,0.00001688195,0.00002381563,0.003688387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1145106,"threshold_uncertainty_score":0.4390773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381295063835448,"score_gpt":0.3027079756503813,"score_spread":0.2888950250120269,"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."}}