{"id":"W2903689735","doi":"10.1111/bju.14559","title":"Aquablating urological skills","year":2018,"lang":"en","type":"letter","venue":"British Journal of Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Enucleation; Prostate; Open Prostatectomy; Prostatectomy; Urology; Transurethral resection of the prostate; General surgery; Medical physics; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001900848,0.0003143804,0.0003778905,0.0007639872,0.0005716711,0.001272839,0.00067068,0.0006317655,0.0264643],"category_scores_gemma":[0.01043125,0.0001066305,0.0007216649,0.0005079984,0.0005784938,0.001259247,0.001908918,0.001309395,0.00331574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008094388,"about_ca_system_score_gemma":0.001261639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129442,"about_ca_topic_score_gemma":0.003246489,"domain_scores_codex":[0.9986869,0.0003074752,0.0001160918,0.0001392052,0.0005456746,0.0002048148],"domain_scores_gemma":[0.9956374,0.001591735,0.0008821492,0.0003884402,0.000700731,0.0007996031],"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":[0.0006159724,0.0006520917,0.0390232,0.002166896,0.0002672652,0.0008061594,0.0005653502,0.000590782,0.001273873,0.0016085,0.06343888,0.888991],"study_design_scores_gemma":[0.0006848222,0.00638089,0.4061502,0.00372748,0.0007819972,0.03538905,0.001620164,0.002461707,0.00449446,0.010949,0.5271593,0.0002010166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.5170076,0.135875,0.02385096,0.04195192,0.009325216,0.001242121,0.003569911,0.001717004,0.2654602],"genre_scores_gemma":[0.9289577,0.01848672,0.0088848,0.01085721,0.002605077,0.0004728396,0.002143155,0.000275076,0.02731742],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0264643,"threshold_uncertainty_score":0.08853197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329273339763568,"score_gpt":0.3025686848735426,"score_spread":0.2792759514759069,"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."}}