{"id":"W2005577846","doi":"10.1016/j.urology.2006.08.398","title":"MP-16.16","year":2006,"lang":"en","type":"article","venue":"Urology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Psychological intervention; Predictive value; Quality of life (healthcare); Intensive care medicine; Presentation (obstetrics); Surgery; Pediatrics; Internal medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000522839,0.0006343676,0.0004963905,0.001321042,0.0009575571,0.002760811,0.00103393,0.001745406,0.9032796],"category_scores_gemma":[0.002003228,0.0004008027,0.0003451936,0.001034745,0.0003885049,0.001261562,0.001569986,0.001380435,0.8612276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006500797,"about_ca_system_score_gemma":0.0008922007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002247098,"about_ca_topic_score_gemma":0.003913859,"domain_scores_codex":[0.9997262,0.00003185811,0.00001700824,0.00006350229,0.0001142662,0.00004704346],"domain_scores_gemma":[0.9990056,0.000161056,0.00004659891,0.0001657703,0.0002882316,0.0003327666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001112813,0.0001166919,0.0004647738,0.0001497479,0.000006224407,0.00009379917,0.00005023869,0.0001187978,0.001308912,0.007555493,0.7946776,0.1953465],"study_design_scores_gemma":[0.00002665476,0.00003056391,0.0008567232,0.00007109725,0.000002667585,0.0001447778,0.00002215535,0.0001125487,0.0004827364,0.000978816,0.9972652,0.000006200677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004437804,0.0002022567,0.0009311987,0.0008042027,0.0003243239,0.00006967801,0.003204074,0.002117659,0.9919029],"genre_scores_gemma":[0.001434688,0.0001322594,0.0005738288,0.0002412891,0.00007710099,0.00002964886,0.001760569,0.0003910611,0.9953595],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0967204,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008313182263044398,"score_gpt":0.2394813349128886,"score_spread":0.2311681526498442,"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."}}