{"id":"W1996958419","doi":"10.1016/s1569-9056(14)60496-6","title":"504 Pioneering ambulatory PCNL: The Canadian experience","year":2014,"lang":"en","type":"article","venue":"European Urology Supplements","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Ambulatory; 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":[0.0020347,0.0005513792,0.0003284192,0.001403825,0.007467865,0.00294004,0.001367,0.001650357,0.01724253],"category_scores_gemma":[0.004779741,0.0003778552,0.0004406779,0.005707136,0.002018667,0.001117493,0.001686028,0.002689217,0.001243376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03203777,"about_ca_system_score_gemma":0.1002723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8855432,"about_ca_topic_score_gemma":0.9770805,"domain_scores_codex":[0.9975486,0.0002984515,0.00006953179,0.0002008293,0.0009419983,0.0009405441],"domain_scores_gemma":[0.9835351,0.000721552,0.0005825643,0.0002582376,0.003411618,0.01149088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001034689,0.00207148,0.3201884,0.00119913,0.0001798056,0.0295849,0.01646935,0.001935097,0.004380301,0.01925803,0.2071915,0.3965074],"study_design_scores_gemma":[0.0002213459,0.0007952786,0.2868741,0.001160702,0.0001301217,0.02352753,0.02113496,0.000800854,0.0009924982,0.001198921,0.6629425,0.0002213206],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6552905,0.02942716,0.001908601,0.07042705,0.003078311,0.000311011,0.00245602,0.0002305663,0.2368708],"genre_scores_gemma":[0.8963057,0.03563833,0.004733672,0.01304605,0.001708959,0.0000526728,0.001443539,0.0002507964,0.04682023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1144568,"threshold_uncertainty_score":0.2324514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553849002190153,"score_gpt":0.249332708183364,"score_spread":0.2337942181614625,"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."}}