{"id":"W2023579792","doi":"10.1089/end.2005.19.239","title":"High-Powered Holmium-Laser Ablation: Comparison of Setting Effectiveness Using Tissue-Surrogate Model","year":2005,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ablation; Medicine; Urology; Holmium; Surgery; Prostate; Nuclear medicine; Urinary system; Laser; Biomedical engineering; Anatomy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009957929,0.0001282535,0.0006205726,0.0002745972,0.0000630436,0.00000865061,0.0001105785,0.0001211365,0.0001526167],"category_scores_gemma":[0.0001372519,0.0001066689,0.0001103904,0.0001546715,0.00008876181,0.0001654827,0.00004790955,0.0005186909,0.000007645169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000722641,"about_ca_system_score_gemma":0.0002158186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001341792,"about_ca_topic_score_gemma":0.00000351786,"domain_scores_codex":[0.9983076,0.0002814449,0.0006279387,0.0001331529,0.0003577072,0.0002921469],"domain_scores_gemma":[0.9985112,0.0003472018,0.000427405,0.0001550461,0.0004129447,0.0001461831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01185409,0.001247323,0.06469306,0.0004413041,0.000634304,0.0005413564,0.001542492,0.4794092,0.4183386,0.0001855463,0.0007808201,0.02033186],"study_design_scores_gemma":[0.01695979,0.009276337,0.0363666,0.0003774145,0.0007026326,0.004396227,0.0002525993,0.2919073,0.6350973,0.00114537,0.003150667,0.0003677381],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913091,0.0008816609,0.005962415,0.001052004,0.0001599314,0.0001856564,0.000006219693,0.0000086486,0.0004343382],"genre_scores_gemma":[0.9902294,0.00004573739,0.009204153,0.00007815573,0.0003585171,0.000001235935,0.000004378816,0.00002045338,0.00005797038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2167587,"threshold_uncertainty_score":0.4349833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05315145217373939,"score_gpt":0.3972415565182841,"score_spread":0.3440901043445447,"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."}}