{"id":"W4378417536","doi":"10.1097/ju9.0000000000000029","title":"JU Open Plus: American Urological Association Annual Meeting 2023: Time With Our Science and the Mentors that Make It Happen","year":2023,"lang":"en","type":"article","venue":"JU Open Plus","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lower urinary tract symptoms; Vasectomy; Medicine; Population; Nice; Family medicine; Gynecology; Urology; Family planning; Internal medicine; Computer science; Environmental health; Cancer; Prostate","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002670814,0.0002162009,0.0005646903,0.000106961,0.0004819782,0.0005170234,0.0009802722,0.00006277783,0.00009193554],"category_scores_gemma":[0.0007817735,0.000126828,0.00003783909,0.001105448,0.0003631947,0.0004300222,0.0015922,0.0002071751,0.0004028424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006757708,"about_ca_system_score_gemma":0.0005981038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003904737,"about_ca_topic_score_gemma":0.0004541116,"domain_scores_codex":[0.997466,0.0001653416,0.0002301248,0.0005948399,0.0009901741,0.0005535344],"domain_scores_gemma":[0.9987696,0.0001959567,0.0002892526,0.0003989408,0.0001608669,0.0001853137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01235553,0.0007175142,0.4064308,0.00007326763,0.001966743,0.0006959506,0.02536387,0.0004314342,0.0007705112,0.0005225064,0.513586,0.03708587],"study_design_scores_gemma":[0.06955995,0.003758838,0.7401673,0.0005609583,0.001361983,0.0001666246,0.06119348,0.0218575,0.0003812792,0.0004793848,0.09915337,0.001359347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8020508,0.00007248595,0.000004092001,0.07796893,0.0001330973,0.003831168,0.00006489069,0.0001065655,0.115768],"genre_scores_gemma":[0.9514327,0.00006543671,0.0003977216,0.003877922,0.00005834383,0.0002356638,0.00006280806,0.00003072226,0.04383868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4144326,"threshold_uncertainty_score":0.5902821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457356429950969,"score_gpt":0.315169183373003,"score_spread":0.2905956190734933,"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."}}