{"id":"W2100970479","doi":"10.5489/cuaj.2258","title":"The clinical research office of the endourological society percutaneous nephrolithotomy global study: Outcomes in the morbidly obese patient – a case control analysis","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Percutaneous nephrolithotomy; Morbidly obese; Medicine; Percutaneous; General surgery; Surgery; Obesity; Internal medicine; Weight loss","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001492331,0.0004042512,0.0006117381,0.001527625,0.0004641666,0.0007744425,0.0004904187,0.0004989376,0.001451517],"category_scores_gemma":[0.002197368,0.0004001492,0.0006884541,0.001719489,0.0004542501,0.0004325531,0.0007314452,0.0004922274,0.0001752897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003472586,"about_ca_system_score_gemma":0.0003240448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001792632,"about_ca_topic_score_gemma":0.001589184,"domain_scores_codex":[0.99906,0.0003404124,0.00009639675,0.0002278148,0.0001584639,0.0001169683],"domain_scores_gemma":[0.9984744,0.0002875259,0.0007421116,0.0001650439,0.0000936362,0.0002372477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00103933,0.000107084,0.9965922,0.0000436912,0.0002291889,0.0002938186,0.00006405131,0.00003384195,0.0002245572,0.00005660843,0.0001221402,0.001193415],"study_design_scores_gemma":[0.0001549221,0.0003458738,0.9976581,0.00001513975,0.000175025,0.000925145,0.000145325,0.0002492436,0.00005517656,0.00003924773,0.0002295926,0.000007237065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988698,0.0004664712,0.0001306149,0.00002603315,0.000005048061,0.00003762176,0.0002209147,0.00000177396,0.0002417439],"genre_scores_gemma":[0.9989591,0.0002516141,0.0001661864,0.00002697823,0.00002427729,0.00003901833,0.0004581119,0.000002940982,0.00007182177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001792632,"threshold_uncertainty_score":0.007892311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373433728330057,"score_gpt":0.3529657798252677,"score_spread":0.315622406992262,"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."}}