{"id":"W3214189430","doi":"10.22374/jeleu.v4i3.128","title":"Day Case GreenLight Laser Photoselective Vaporisation of the Prostate (GL-PVP)","year":2021,"lang":"en","type":"article","venue":"Journal of Endoluminal Endourology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Interquartile range; Prostate; Transurethral resection of the prostate; Surgery; Retrospective cohort study; Urology; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000816044,0.0001395127,0.0004473716,0.0001697942,0.0001011268,0.00001144409,0.0001269314,0.0001013111,0.00034996],"category_scores_gemma":[0.0006202809,0.0000927869,0.0002608454,0.0004047946,0.0001946296,0.000118999,0.0000880847,0.0007694806,0.000006494278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006883337,"about_ca_system_score_gemma":0.0007975452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005936165,"about_ca_topic_score_gemma":0.00005275074,"domain_scores_codex":[0.9979087,0.0005444342,0.0005843047,0.0001745012,0.0004612246,0.0003268169],"domain_scores_gemma":[0.9977803,0.0003814732,0.0004377013,0.0002614338,0.0009770636,0.0001619975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01554839,0.003730587,0.178558,0.0007502707,0.002621689,0.2678624,0.01205948,0.0002709536,0.4695501,0.000491443,0.01285762,0.03569915],"study_design_scores_gemma":[0.007684738,0.006680828,0.05552359,0.0001151591,0.0006574822,0.4221565,0.001426323,0.0001912545,0.4815821,0.0009347583,0.02285371,0.0001935866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925613,0.0009623503,0.00008407348,0.003058952,0.0004015793,0.000258014,0.00001924237,0.000005657797,0.002648857],"genre_scores_gemma":[0.9972752,0.0002535553,0.0003926215,0.0002761007,0.000321582,0.000005663858,0.000004943798,0.00001908803,0.001451257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1542941,"threshold_uncertainty_score":0.3831816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01757204938091243,"score_gpt":0.2935814562982781,"score_spread":0.2760094069173657,"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."}}