{"id":"W2320861469","doi":"10.1016/j.juro.2016.02.1775","title":"PD24-10 EVALUATION OF THE LEARNING CURVE FOR THULIUM LASER TRANSURETHRAL VAPORESECTION OF THE PROSTATE (THUVARP)","year":2016,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Boston Scientific Corporation; Canadian Urological Association Scholarship Fund; Urology Care Foundation","keywords":"Medicine; Enucleation; Prostate; Transurethral resection of the prostate; Urology; Learning curve; Surgery; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.04250445,0.0005865549,0.002073777,0.002098108,0.001024518,0.003985509,0.002211082,0.001714227,0.03359705],"category_scores_gemma":[0.1824258,0.0003467136,0.004754383,0.001662265,0.0006629902,0.003872406,0.003186811,0.002452873,0.009203102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005877151,"about_ca_system_score_gemma":0.009391929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003094139,"about_ca_topic_score_gemma":0.008010171,"domain_scores_codex":[0.9658797,0.0113392,0.004807183,0.000848801,0.01599098,0.001134126],"domain_scores_gemma":[0.8260043,0.05666135,0.03046241,0.003171939,0.06735625,0.01634376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01177941,0.001340121,0.04246121,0.01130469,0.001345503,0.0001015414,0.0004343824,0.0004369418,0.000261672,0.0006336051,0.1966391,0.7332618],"study_design_scores_gemma":[0.01628078,0.02926471,0.4202688,0.06023866,0.005296094,0.001004208,0.002257556,0.002149648,0.002647333,0.002474699,0.4576099,0.0005077223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3214854,0.1660805,0.01221719,0.1346463,0.02295881,0.0290398,0.05245211,0.002916861,0.258203],"genre_scores_gemma":[0.7605402,0.07608734,0.03032483,0.0191019,0.005748119,0.03056782,0.02892723,0.001396804,0.04730577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04250445,"threshold_uncertainty_score":0.2247877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05290125992172545,"score_gpt":0.3520432452457474,"score_spread":0.299141985324022,"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."}}