{"id":"W2940487229","doi":"10.5489/cuaj.5892","title":"How far are they coming from?","year":2019,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Referral; Pediatric urology; Outpatient clinic; General surgery; Hydronephrosis; Pediatrics; Tertiary care; Family medicine; Urinary system; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0004443073,0.0002469721,0.0002373468,0.0006006841,0.00316175,0.001699071,0.000680818,0.000744302,0.01674144],"category_scores_gemma":[0.002413413,0.0001109526,0.0002301132,0.00110536,0.001042322,0.0009937945,0.0005300228,0.0007728516,0.00128628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008919886,"about_ca_system_score_gemma":0.008410121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8102877,"about_ca_topic_score_gemma":0.864027,"domain_scores_codex":[0.9993728,0.00009787064,0.00002916979,0.0001043004,0.000182765,0.0002131714],"domain_scores_gemma":[0.9981561,0.00018059,0.0004034632,0.00002941104,0.0006049883,0.0006253934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006503693,0.00004493442,0.8730869,0.0002266944,0.00004564456,0.002477629,0.00594432,0.0001895194,0.0007567347,0.0008240532,0.03792169,0.07841689],"study_design_scores_gemma":[0.000008896516,0.00006152035,0.8376812,0.001007897,0.0000432184,0.004417992,0.04122373,0.0003661102,0.0004304434,0.0004180027,0.1142812,0.00005976505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8726756,0.01771728,0.001521518,0.03494786,0.0006688345,0.00008844742,0.005367232,0.0002091713,0.06680416],"genre_scores_gemma":[0.9744024,0.006347509,0.0009184385,0.004410559,0.0001226864,0.00002070396,0.001218325,0.00003645105,0.01252292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8102877,"threshold_uncertainty_score":0.381659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149569256866023,"score_gpt":0.2146019394771817,"score_spread":0.1996450137905794,"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."}}