{"id":"W6902645766","doi":"10.6084/m9.figshare.c.7513035.v1","title":"International Alliance of Urolithiasis (IAU) consensus on miniaturized percutaneous nephrolithotomy","year":2024,"lang":"en","type":"other","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Tailings Management and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Percutaneous nephrolithotomy; Alliance; Delphi method; Delphi; Perioperative; Foundation (evidence); Lithotripsy; MEDLINE","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2180577,0.001216488,0.00266166,0.01145074,0.003793764,0.005761104,0.006401264,0.009531174,0.00592028],"category_scores_gemma":[0.241931,0.001098917,0.003470272,0.006906054,0.004834902,0.007118476,0.01543877,0.00842949,0.002399369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008144962,"about_ca_system_score_gemma":0.06087375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008252793,"about_ca_topic_score_gemma":0.005085371,"domain_scores_codex":[0.7816098,0.1146947,0.05651391,0.00665835,0.03373766,0.006785434],"domain_scores_gemma":[0.7152829,0.1144517,0.02267002,0.008068652,0.1220199,0.0175067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000348837,0.0002493846,0.01172928,0.04047753,0.0004553187,0.001319871,0.02255765,0.00211704,0.003432024,0.0501228,0.3611937,0.5059966],"study_design_scores_gemma":[0.000145511,0.0003287211,0.01375856,0.0860854,0.0003349604,0.002031402,0.02021855,0.001211013,0.001363831,0.02512361,0.8490865,0.0003117824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01627884,0.2008322,0.0438814,0.6376917,0.03834447,0.00308273,0.001694069,0.0004709118,0.0577236],"genre_scores_gemma":[0.3370151,0.2382828,0.2128658,0.1655609,0.01101906,0.01322068,0.005832669,0.0006535401,0.01554951],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2180577,"threshold_uncertainty_score":0.9642741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02224931838643828,"score_gpt":0.2271664622340893,"score_spread":0.204917143847651,"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."}}