{"id":"W4365146014","doi":"10.5489/cuaj.8288","title":"Virtual medicine in urology: Is it here to stay?","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Urology; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009147943,0.0003426848,0.0005650796,0.001020354,0.004254922,0.007724349,0.002108448,0.004392303,0.03317964],"category_scores_gemma":[0.04860303,0.0003619335,0.0006693274,0.001559933,0.003777473,0.01372901,0.0050765,0.008139293,0.002956861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003397762,"about_ca_system_score_gemma":0.01311535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01489696,"about_ca_topic_score_gemma":0.03359095,"domain_scores_codex":[0.9928194,0.003008425,0.0004312826,0.000472607,0.001819055,0.001449265],"domain_scores_gemma":[0.9475694,0.01356246,0.004602701,0.001176048,0.007003122,0.02608623],"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":[0.0001678271,0.0007631451,0.06168372,0.001327021,0.00008512926,0.000752489,0.004209179,0.0003430026,0.0003901352,0.0217921,0.4008299,0.5076563],"study_design_scores_gemma":[0.0001504157,0.001038807,0.1922589,0.01440218,0.0002187033,0.004772848,0.0540345,0.001406677,0.0007094779,0.04120548,0.6893793,0.0004227263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03205064,0.01958443,0.002531907,0.8954373,0.01042723,0.00005479176,0.0001548006,0.0001787265,0.03958018],"genre_scores_gemma":[0.6470079,0.05341147,0.006545771,0.2656544,0.01733481,0.000161201,0.0003824986,0.0002003032,0.009301536],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03317964,"threshold_uncertainty_score":0.110997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04100928264641564,"score_gpt":0.3369707331360917,"score_spread":0.2959614504896761,"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."}}