{"id":"W4402316979","doi":"10.5489/cuaj.8972","title":"NS-AUA 2024 Annual Meeting Abstracts – Infertility, Impotence, General Urology","year":2024,"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":"Urology; Infertility; Gynecology; Medicine; Biology; Pregnancy","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":[0.000595832,0.0005845292,0.0004773731,0.001001561,0.0005471958,0.0005932333,0.0003284847,0.0007972418,0.1403824],"category_scores_gemma":[0.0008998549,0.0001595966,0.0003428488,0.0008546811,0.0002825524,0.0003837278,0.0005714227,0.0004335499,0.02719696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007041916,"about_ca_system_score_gemma":0.0008328616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002127768,"about_ca_topic_score_gemma":0.003727465,"domain_scores_codex":[0.999681,0.00007646908,0.00005504811,0.00004961685,0.0000705211,0.00006732438],"domain_scores_gemma":[0.9991546,0.0001234132,0.0001184761,0.00002698349,0.0002286428,0.0003478607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001669639,0.000806319,0.2965472,0.002513401,0.000189846,0.00550185,0.0002439741,0.0004104471,0.005046932,0.0008409753,0.2603568,0.4258726],"study_design_scores_gemma":[0.0001851092,0.001420393,0.6088273,0.001712915,0.0001415198,0.01898621,0.0004432405,0.0004264554,0.001251784,0.0007070319,0.3658571,0.00004090194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3565173,0.1069548,0.002446785,0.01430493,0.01095607,0.0007595646,0.02007596,0.0006954016,0.487289],"genre_scores_gemma":[0.5405357,0.06516831,0.002874532,0.004901578,0.01179711,0.0005981387,0.02100481,0.0002778075,0.352842],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1403824,"threshold_uncertainty_score":0.4696259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186991364963295,"score_gpt":0.250493593287959,"score_spread":0.2386236796383261,"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."}}