{"id":"W4239814501","doi":"10.5489/cuaj.3343","title":"Moderated Poster Session IV: Stones/Endourology/BPH/Infertility/General","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Infertility; Gynecology; Medicine; Computer science; Pregnancy; Biology","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":[0.001221006,0.001257251,0.0009216931,0.001265805,0.001499589,0.001693215,0.001054654,0.00286275,0.5694071],"category_scores_gemma":[0.00168877,0.0003794475,0.001017832,0.0005210072,0.0003762089,0.001251051,0.002854194,0.002481876,0.2941317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009362217,"about_ca_system_score_gemma":0.001499481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122112,"about_ca_topic_score_gemma":0.003244163,"domain_scores_codex":[0.9994476,0.0001016708,0.00003291254,0.0001064345,0.0001338182,0.0001775041],"domain_scores_gemma":[0.9973741,0.0001698275,0.0001368989,0.00006932327,0.0005867451,0.001663225],"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":[0.0001588335,0.0001927124,0.001448432,0.0004461826,0.00001034336,0.0002206567,0.00004419507,0.00003744925,0.0002731071,0.0001593549,0.9668423,0.03016654],"study_design_scores_gemma":[0.0001703461,0.0004353887,0.01673082,0.001608602,0.00003177445,0.00108209,0.0003645343,0.0001311104,0.0004122461,0.0009368585,0.9780701,0.00002622271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01648315,0.02076695,0.002326497,0.06673161,0.1698597,0.004166928,0.01474891,0.00255832,0.7023579],"genre_scores_gemma":[0.03902132,0.0194789,0.001616543,0.02399198,0.1015122,0.001266035,0.006725342,0.0007365244,0.8056512],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5694071,"threshold_uncertainty_score":0.6141885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03025693662083645,"score_gpt":0.2635397576956606,"score_spread":0.2332828210748241,"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."}}