{"id":"W2530938750","doi":"10.5489/cuaj.1108","title":"Moderated Poster Session 5: 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; Medical physics; Computer science; Medicine; Urology; Psychology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001025111,0.00130541,0.0009556477,0.001291716,0.001978981,0.001777562,0.001005594,0.003408069,0.5210919],"category_scores_gemma":[0.001453534,0.0003509668,0.001691229,0.0004476705,0.0003266188,0.001291827,0.002695668,0.003362486,0.235312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009227787,"about_ca_system_score_gemma":0.001202485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007843826,"about_ca_topic_score_gemma":0.003164808,"domain_scores_codex":[0.999263,0.0001079134,0.00004375626,0.0001329707,0.0002289533,0.0002234445],"domain_scores_gemma":[0.9974216,0.0001602346,0.0001104822,0.00008911816,0.0005701218,0.0016484],"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":[0.0004624338,0.0003571885,0.001114304,0.0003903744,0.00001952767,0.00103995,0.00004343342,0.0001372507,0.0007535,0.0004226103,0.9471536,0.04810576],"study_design_scores_gemma":[0.0001539547,0.0005736646,0.008019404,0.0005647053,0.00002429157,0.002321537,0.0001330725,0.0002136644,0.0008884874,0.00118116,0.9858884,0.00003770013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01424429,0.01101834,0.004222416,0.05172274,0.2823942,0.003479375,0.007080461,0.0026613,0.6231769],"genre_scores_gemma":[0.03222179,0.005981623,0.002292704,0.009482566,0.1088049,0.0007007809,0.003003037,0.000576154,0.8369365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5210919,"threshold_uncertainty_score":0.6831042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133919091580315,"score_gpt":0.2217956689263729,"score_spread":0.2104564780105697,"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."}}