{"id":"W6939779859","doi":"10.6084/m9.figshare.29876443","title":"Additional file 1 of Optilume, a minimally invasive solution for BPH and urethral stricture: what we know, what we need? an EAU endourology scoping review","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"MEDLINE; Patient care; Work (physics); Prostatectomy; Standard of care","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003186471,0.0008710634,0.001694216,0.004211904,0.0005408479,0.001550057,0.001516371,0.001784716,0.8055816],"category_scores_gemma":[0.04594375,0.000579736,0.001473885,0.005410802,0.0002907546,0.002329014,0.0010354,0.0008526934,0.06109287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001887771,"about_ca_system_score_gemma":0.003680354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007169014,"about_ca_topic_score_gemma":0.01054117,"domain_scores_codex":[0.9988933,0.0002635156,0.0003719629,0.0001598579,0.0002404573,0.00007088477],"domain_scores_gemma":[0.9584414,0.03470347,0.002467985,0.000692405,0.003314781,0.0003799109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005573588,0.0000720569,0.0008664696,0.1065139,0.0001621645,0.00009612366,0.0001111441,0.0002752216,0.00008577477,0.001838008,0.8452473,0.04417453],"study_design_scores_gemma":[0.00337851,0.0003048815,0.01369656,0.1069959,0.000980863,0.0008861325,0.0004165653,0.000655423,0.0003100529,0.008665944,0.8635857,0.0001236055],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.0002376218,0.001748465,0.0004806735,0.0007491756,0.0001320843,0.0006950194,0.9933658,0.0001637763,0.002427315],"genre_scores_gemma":[0.01804511,0.01789014,0.01711362,0.004659036,0.0008833444,0.02166904,0.8788747,0.0007526142,0.0401123],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8055816,"threshold_uncertainty_score":0.2773142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03434398106982987,"score_gpt":0.2639069814122471,"score_spread":0.2295630003424172,"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."}}