{"id":"W4220850611","doi":"10.1007/s00345-022-03986-5","title":"GreenLight photovaporization of the prostate in high-medical-risk patients: an analysis of the Global GreenLight Group (GGG) database","year":2022,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Centre Hospitalier de l’Université de Montréal; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Odds ratio; Internal medicine; Cohort; Nephrology; Prostate; Odds; Urology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005511128,0.0003613294,0.001070174,0.002172275,0.0003305546,0.001022836,0.0007289196,0.0006006798,0.001846915],"category_scores_gemma":[0.002460592,0.0002182437,0.001878384,0.004945193,0.000228191,0.0007596029,0.0009507952,0.0007453408,0.0003267664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006164611,"about_ca_system_score_gemma":0.0006958602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016822,"about_ca_topic_score_gemma":0.01467165,"domain_scores_codex":[0.999044,0.0001409173,0.0001789863,0.0003076318,0.0002125322,0.0001158717],"domain_scores_gemma":[0.9973368,0.0005201148,0.001421081,0.0002612341,0.0002505781,0.0002101085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001300615,0.00004553933,0.9851885,0.0005545015,0.001504499,0.0001668131,0.00008341154,0.0001628866,0.0002444141,0.0001255682,0.002692138,0.007931164],"study_design_scores_gemma":[0.00007678263,0.00009229508,0.9949337,0.0001542899,0.0007722276,0.0005892895,0.0002978361,0.000271275,0.0001442621,0.0001033498,0.002543357,0.00002137819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9321501,0.01051136,0.0002502626,0.0002222585,0.00002946083,0.00008813138,0.0544291,0.00002754563,0.002291741],"genre_scores_gemma":[0.9488025,0.004093123,0.0004974185,0.0003145145,0.00005106445,0.00009464454,0.04568812,0.0000311832,0.0004274367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016822,"threshold_uncertainty_score":0.02021807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008576669670096175,"score_gpt":0.2740141752630118,"score_spread":0.2654375055929156,"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."}}