{"id":"W1946347804","doi":"10.5489/cuaj.512","title":"Photoselective vaporization of the prostate for the treatment of benign prostatic hyperplasia","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hyperplasia; Prostate; Urology; Medicine; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003198954,0.00007892343,0.0001806589,0.00006558773,0.0002325551,0.0000253628,0.0000834622,0.00007925254,0.0001924262],"category_scores_gemma":[0.0004366068,0.00003724596,0.0001292604,0.0002244188,0.00005492686,0.00005112696,0.000004515608,0.0001545845,0.000004021836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004806134,"about_ca_system_score_gemma":0.000669543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407278,"about_ca_topic_score_gemma":0.0002920065,"domain_scores_codex":[0.9989731,0.0001295064,0.0002661349,0.00008983732,0.000264196,0.0002771653],"domain_scores_gemma":[0.9984478,0.0004049615,0.0002371424,0.00009505485,0.0006419101,0.0001730767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003341501,0.0003960682,0.9602194,0.00003533387,0.00057369,0.000005459587,0.00339451,0.0001494111,0.003886157,0.0003555284,0.005460995,0.02518932],"study_design_scores_gemma":[0.001989825,0.004380368,0.9618781,0.00001472805,0.0001763409,0.00008033714,0.0003941477,0.001176168,0.003573142,0.002655162,0.02360971,0.0000719996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759515,0.0003541322,0.00007591997,0.02034938,0.0001382673,0.00239668,0.00008354693,0.000004914716,0.0006456877],"genre_scores_gemma":[0.9981948,0.0002275275,0.0000946249,0.0002572202,0.00008650637,0.0001120637,0.00001063613,0.000007499253,0.001009112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02511732,"threshold_uncertainty_score":0.2127393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156257225033733,"score_gpt":0.2546280285296739,"score_spread":0.2390023060263006,"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."}}