{"id":"W4387335832","doi":"10.5489/cuaj.8590","title":"NS-AUA 2023 Annual Meeting Abstracts – Infertility, Impotence, General Urology","year":2023,"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; Male infertility; Physiology; 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":[0.0003828486,0.0007503376,0.0003611605,0.0008408329,0.0006299198,0.000599011,0.000328192,0.0008406658,0.2860846],"category_scores_gemma":[0.0004317568,0.0001777757,0.000340393,0.0005696453,0.0002077412,0.0003922922,0.0006603946,0.00064123,0.07826483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006355125,"about_ca_system_score_gemma":0.0007119044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001266493,"about_ca_topic_score_gemma":0.00418038,"domain_scores_codex":[0.9997929,0.00003950621,0.00002679719,0.00003770414,0.00004895391,0.00005413729],"domain_scores_gemma":[0.9995257,0.0000454297,0.00005169708,0.00001315168,0.0001137927,0.0002502318],"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":[0.0008066944,0.0006662646,0.03118623,0.001348038,0.00008084518,0.00544787,0.0001307749,0.0003974716,0.005223786,0.001121461,0.5644599,0.3891307],"study_design_scores_gemma":[0.0001211664,0.0006913902,0.0863957,0.001165764,0.00003808044,0.01039029,0.0001851068,0.0002922009,0.0008622393,0.0007587094,0.899069,0.00003040383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0717466,0.04455895,0.00161058,0.01217963,0.01296089,0.0006860834,0.009275537,0.0006333258,0.8463485],"genre_scores_gemma":[0.1395211,0.03759829,0.00182757,0.004203304,0.01244392,0.0003292263,0.009062817,0.0002612627,0.7947526],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2860846,"threshold_uncertainty_score":0.9570482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638496869284265,"score_gpt":0.2538576235784011,"score_spread":0.2374726548855585,"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."}}