{"id":"W161771794","doi":"","title":"Mid term outcomes of initial 250 case experience with GreenLight 120W-HPS photoselective vaporization prostatectomy for benign prostatic hyperplasia: comparison of prostate volumes < 60 cc, 60 cc-100 cc and > 100 cc.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Urology; Transrectal ultrasonography; Prostate; Hyperplasia; Prostatectomy; International Prostate Symptom Score; Prostate-specific antigen; Internal medicine; Lower urinary tract symptoms; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005987261,0.0004317857,0.001005439,0.0003758745,0.0002268202,0.00004960379,0.0001428812,0.0001511588,0.00001047269],"category_scores_gemma":[0.0002997339,0.0003290056,0.0001040232,0.0005855272,0.0005198317,0.0006288995,0.00009804144,0.0003267319,0.000001835189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227798,"about_ca_system_score_gemma":0.0002379027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000284925,"about_ca_topic_score_gemma":0.0001073628,"domain_scores_codex":[0.9966497,0.0001648523,0.0008205167,0.0005618203,0.0007085651,0.001094552],"domain_scores_gemma":[0.9977251,0.0003499625,0.0004344432,0.0004000456,0.000607009,0.0004834274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007292567,0.03086827,0.845268,0.002854979,0.0006508965,0.0004923845,0.0639303,0.000001690648,0.001172271,0.00003489874,0.0002201774,0.04721359],"study_design_scores_gemma":[0.1415572,0.007386854,0.5129632,0.0003432849,0.0009202552,0.002844599,0.01482645,0.0008436053,0.315627,0.0001282233,0.001369235,0.001190082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892454,0.0007064441,0.0001907702,0.0002042593,0.0001354533,0.00864901,0.0002810826,0.0000684572,0.0005190902],"genre_scores_gemma":[0.9926315,0.00006297399,0.0008467891,0.00003530549,0.00009669951,0.005515285,0.0001829469,0.00008125156,0.0005472653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3323048,"threshold_uncertainty_score":0.9999162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05671352058624829,"score_gpt":0.3578714905507778,"score_spread":0.3011579699645295,"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."}}