{"id":"W1526397089","doi":"10.5489/cuaj.886","title":"Outpatient tubeless percutaneous nephrolithotomy:the initial case series","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Percutaneous nephrolithotomy; Medicine; Series (stratigraphy); Surgery; Percutaneous; General surgery; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002806224,0.0001698398,0.0002601012,0.00009775683,0.0006430385,0.0001781671,0.00009801576,0.0002459526,0.001882362],"category_scores_gemma":[0.0005500434,0.0001033302,0.000158573,0.0001438179,0.00005698521,0.0001488759,0.00001727498,0.0006453238,0.000303514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005465,"about_ca_system_score_gemma":0.0004651681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005963499,"about_ca_topic_score_gemma":0.0006150903,"domain_scores_codex":[0.9983787,0.0001991482,0.0003443501,0.0001718456,0.0003270439,0.0005789049],"domain_scores_gemma":[0.9980802,0.0001126659,0.0001719649,0.0001471641,0.0003800694,0.001107912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009607767,0.0001577679,0.9480649,0.000006193633,0.0003656804,0.01554439,0.0009781633,0.00001492675,0.00005488138,0.0002690148,0.02419853,0.01024943],"study_design_scores_gemma":[0.001141837,0.001040782,0.5592587,0.00001030719,0.0002403219,0.2979391,0.0006750672,0.0001507214,0.0000132891,0.001013806,0.1382955,0.0002205465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396785,0.0001112559,0.000006727484,0.05725095,0.0003682263,0.000383623,0.00003591827,0.00002593981,0.002138865],"genre_scores_gemma":[0.9835211,0.00002770818,0.0001162737,0.0145392,0.000539974,0.00002741203,0.00001557447,0.00001496765,0.001197779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3888063,"threshold_uncertainty_score":0.9990301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551412873703819,"score_gpt":0.2463662596237273,"score_spread":0.2308521308866891,"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."}}