{"id":"W4235644527","doi":"10.5489/cuaj.1000","title":"Podium Session 4: Pediatric Urology","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Pediatric urology; Urology; Medicine; Computer science; General surgery; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002440389,0.0003408479,0.0005848001,0.0003734044,0.001320829,0.0004567413,0.0004504237,0.0008844572,0.01169073],"category_scores_gemma":[0.0005473261,0.0001131236,0.0004808103,0.0002046792,0.0003467395,0.0003756247,0.0008529815,0.001575551,0.001481848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007879974,"about_ca_system_score_gemma":0.0008064021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001580105,"about_ca_topic_score_gemma":0.00496785,"domain_scores_codex":[0.9997736,0.00001923547,0.00001631933,0.00004379448,0.00004842183,0.00009870369],"domain_scores_gemma":[0.9994403,0.00003689984,0.00005948643,0.00002290041,0.0000515499,0.0003889389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001264682,0.004169737,0.3845108,0.001288474,0.000221289,0.2373281,0.002290881,0.001630355,0.01961278,0.001783299,0.1038061,0.2420935],"study_design_scores_gemma":[0.0001319282,0.007411574,0.6687857,0.0002550772,0.00007567182,0.1997915,0.001188831,0.0006244757,0.005996579,0.0005814887,0.1150286,0.0001285847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.928919,0.003525595,0.003625181,0.009247875,0.004898551,0.00076526,0.002449396,0.000541179,0.04602798],"genre_scores_gemma":[0.9572266,0.001584849,0.002967237,0.001531989,0.0015461,0.0001529941,0.001335147,0.00007724359,0.03357786],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01169073,"threshold_uncertainty_score":0.03910941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009780649571230832,"score_gpt":0.2201519619026548,"score_spread":0.210371312331424,"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."}}