{"id":"W1996429342","doi":"10.1089/end.2004.18.739","title":"Fluid Absorption during Ureterorenoscopy","year":2004,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Urology","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":[],"consensus_categories":[],"category_scores_codex":[0.00009749505,0.00009327537,0.0002805777,0.0001589451,0.00003634837,0.000005392895,0.00005628454,0.00008383604,0.0001102496],"category_scores_gemma":[0.00007222288,0.00006797797,0.0001433829,0.00006305717,0.00003651754,0.00007181936,0.00001377566,0.0002053317,0.00003576937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008335387,"about_ca_system_score_gemma":0.00009144122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007295251,"about_ca_topic_score_gemma":6.285803e-7,"domain_scores_codex":[0.9992308,0.0000217971,0.0003198301,0.00008643817,0.0001589442,0.0001821596],"domain_scores_gemma":[0.9994044,0.00001476147,0.0002006996,0.0001136454,0.00009591949,0.0001705766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007020178,0.001409211,0.2737792,0.0001018492,0.001026031,0.004418942,0.0009510656,0.0004842727,0.7070823,0.001145767,0.0008249523,0.001756183],"study_design_scores_gemma":[0.02080503,0.005489839,0.8668184,0.00009848553,0.0004842145,0.02472067,0.00005435405,0.000007356588,0.0749278,0.001644207,0.004810344,0.0001392823],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948989,0.000453989,0.0001468823,0.003389665,0.0003981246,0.00006566617,0.000001248187,0.0000112615,0.0006342822],"genre_scores_gemma":[0.9971762,0.0001305161,0.001420313,0.0007548882,0.0003966656,0.000001176882,0.000001680036,0.00001307214,0.0001055425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6321546,"threshold_uncertainty_score":0.2772061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126438397518278,"score_gpt":0.2741624366366071,"score_spread":0.2628980526614243,"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."}}