{"id":"W2021828545","doi":"10.1016/j.juro.2012.02.1641","title":"1704 THE CLINICAL RESEARCH OFFICE OF THE ENDOUROLOGICAL SOCIETY PERCUTANEOUS NEPHROLITHOTOMY GLOBAL STUDY: OUTCOMES IN THE SUPER OBESE – A CASE CONTROL ANALYSIS","year":2012,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Olympus","keywords":"Medicine; Percutaneous nephrolithotomy; Percutaneous; Perioperative; Population; General surgery; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003149684,0.0003418887,0.0007788672,0.001884447,0.0003949442,0.0007853059,0.0005192333,0.0005125527,0.01193294],"category_scores_gemma":[0.01327421,0.0004133949,0.0007737188,0.003084428,0.0005278654,0.0007063773,0.0007144003,0.0006825677,0.0009016035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003225595,"about_ca_system_score_gemma":0.0005589344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002412989,"about_ca_topic_score_gemma":0.003146283,"domain_scores_codex":[0.9971932,0.001121602,0.0003726293,0.0002814393,0.0008465783,0.0001845527],"domain_scores_gemma":[0.9891367,0.003857874,0.004161107,0.0008369101,0.001120011,0.000887418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005208382,0.0003931906,0.9476681,0.000616489,0.0009860839,0.0004479184,0.0002720284,0.0001028052,0.0003329096,0.000641731,0.02380563,0.0195248],"study_design_scores_gemma":[0.001864054,0.001405866,0.9832638,0.0006419412,0.0007536974,0.0008374204,0.0004575161,0.0003296426,0.0001815182,0.0004168328,0.009808376,0.00003937897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528807,0.01101817,0.00118145,0.003964609,0.0004891208,0.001062797,0.01790955,0.00003059108,0.011463],"genre_scores_gemma":[0.9759899,0.003784442,0.001252157,0.001279568,0.0008015126,0.001237058,0.01033216,0.00003561029,0.005287482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01193294,"threshold_uncertainty_score":0.03991967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0936887419736827,"score_gpt":0.4367693649513029,"score_spread":0.3430806229776202,"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."}}