{"id":"W3021234055","doi":"10.1016/j.urology.2005.06.059","title":"Holmium laser enucleation of the prostate (HoLEP): a size independent new gold standard","year":2005,"lang":"en","type":"article","venue":"Urology","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Enucleation; Gold standard (test); Surgery; Prostate; Retrospective cohort study; Urology; Internal medicine","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":[0.0007227482,0.0002546437,0.0004859892,0.0004059976,0.0002976637,0.0004869736,0.0005403604,0.0005224026,0.001081707],"category_scores_gemma":[0.0006836014,0.0001913311,0.0004601298,0.0001865465,0.001094921,0.001080647,0.0009933908,0.001031301,0.0003034944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257904,"about_ca_system_score_gemma":0.0003517388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001889803,"about_ca_topic_score_gemma":0.0006222356,"domain_scores_codex":[0.9996512,0.00005827021,0.00002071869,0.00008828808,0.0001319027,0.00004956207],"domain_scores_gemma":[0.9995959,0.000194722,0.00006380097,0.00006845406,0.00002127118,0.00005586381],"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":[0.002852312,0.0003072394,0.008426984,0.001052215,0.0001794736,0.003802801,0.0002229431,0.001434091,0.2902289,0.01638448,0.005792097,0.6693164],"study_design_scores_gemma":[0.001154823,0.01255872,0.1064649,0.0005168749,0.001021244,0.1534968,0.0005824059,0.008859698,0.5218058,0.04570921,0.1473105,0.000518901],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6145263,0.0917839,0.2435769,0.01146845,0.001774917,0.0001823001,0.0002835412,0.001456738,0.0349469],"genre_scores_gemma":[0.8984465,0.01627585,0.0715311,0.003057565,0.0009334282,0.00007926614,0.0001260087,0.0002176359,0.009332599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001081707,"threshold_uncertainty_score":0.003822327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00347635951608461,"score_gpt":0.2064894178892264,"score_spread":0.2030130583731418,"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."}}