{"id":"W4411098541","doi":"10.5489/cuaj.9262","title":"Poster Session 5: BPH (Part 1)","year":2025,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Dalhousie University; McGill University","keywords":"Session (web analytics); Computer science; Medicine; World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001555004,0.001691617,0.0009932251,0.001136329,0.001295994,0.002175299,0.0009011178,0.004635904,0.3179562],"category_scores_gemma":[0.001742105,0.000456875,0.001415695,0.0003325621,0.0002996946,0.001010634,0.002148828,0.003700577,0.1882237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008436177,"about_ca_system_score_gemma":0.001232696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006271758,"about_ca_topic_score_gemma":0.001662255,"domain_scores_codex":[0.9993031,0.0001296853,0.00004246737,0.0001580395,0.0001940296,0.0001726802],"domain_scores_gemma":[0.998358,0.0001442585,0.00008261968,0.0000515916,0.0003465069,0.001017126],"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":[0.0006614518,0.0003366405,0.0005619965,0.0003814105,0.00001901503,0.0003410657,0.00003833029,0.0001304588,0.001746066,0.0004994682,0.926507,0.06877715],"study_design_scores_gemma":[0.0002810544,0.000895795,0.004545339,0.0005900033,0.00003478071,0.001228362,0.00008623839,0.0002358442,0.001425924,0.001705497,0.9889338,0.00003731284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01360984,0.02634774,0.01058612,0.09168749,0.4020532,0.003679202,0.008190073,0.003023859,0.4408225],"genre_scores_gemma":[0.02165424,0.01031782,0.004513121,0.02017151,0.1552338,0.001239218,0.0040693,0.000805131,0.781996],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3179562,"threshold_uncertainty_score":0.9728526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005179718634848044,"score_gpt":0.2159330500237432,"score_spread":0.2107533313888952,"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."}}