{"id":"W4407763696","doi":"10.1016/j.urolonc.2024.10.029","title":"Short communication in honor of Dr Michael Droller","year":2025,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Honor; Library science; Gerontology; Internet privacy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009402193,0.001007613,0.0008878866,0.0006912055,0.001179746,0.002247107,0.001352918,0.008049185,0.0974591],"category_scores_gemma":[0.0113688,0.0003625182,0.0008260994,0.0003621689,0.0007872878,0.001370068,0.001628083,0.009020872,0.06452271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234403,"about_ca_system_score_gemma":0.001064735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000663062,"about_ca_topic_score_gemma":0.001473381,"domain_scores_codex":[0.9990417,0.0001730141,0.00008343977,0.0001792672,0.0003337289,0.0001887952],"domain_scores_gemma":[0.9954243,0.001292085,0.0004007808,0.0002579908,0.001172839,0.001452051],"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":[0.00009087536,0.00001691254,0.0001209006,0.0000619283,0.000009243016,0.001053763,0.00001390662,0.00003119762,0.0002170641,0.0003633918,0.9844834,0.01353747],"study_design_scores_gemma":[0.00003583142,0.00005463436,0.0006338222,0.00005866511,0.000008976326,0.001560856,0.00004756594,0.00007412938,0.0002404522,0.0006259661,0.9966472,0.0000118841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0008870543,0.006710501,0.0004220324,0.2266952,0.7357159,0.00007359614,0.0002572724,0.0001320128,0.02910641],"genre_scores_gemma":[0.007859764,0.00488849,0.0003855441,0.09972365,0.5148905,0.00008443022,0.0002583092,0.00009510251,0.3718142],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0974591,"threshold_uncertainty_score":0.3260332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02255103146578463,"score_gpt":0.3834767878267968,"score_spread":0.3609257563610122,"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."}}