{"id":"W7030530871","doi":"","title":"\\nPhotoselective vaporization of the prostate for the treatment of benign prostatic hyperplasia","year":2008,"lang":"en","type":"article","venue":"PubMed Central","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate; Prostate disease; Quality (philosophy); Population; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001529016,0.0001041303,0.00020043,0.00003628532,0.000135036,0.000004165249,0.00008067751,0.00003359709,0.00001429088],"category_scores_gemma":[0.0001013206,0.00005138389,0.0001292385,0.0002575795,0.0001907362,0.00004025512,0.0000111398,0.0000630786,5.279054e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000150442,"about_ca_system_score_gemma":0.0003705777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006705679,"about_ca_topic_score_gemma":0.00001512285,"domain_scores_codex":[0.9987212,0.00005194134,0.0002208442,0.0001458359,0.0002805869,0.0005795768],"domain_scores_gemma":[0.9992566,0.000177997,0.00009228352,0.0002259096,0.0001367594,0.0001105194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006372928,0.003641445,0.8585122,0.0006048835,0.00107731,0.00002732794,0.04069975,0.0002727222,0.009369614,0.0007248788,0.001285427,0.07741147],"study_design_scores_gemma":[0.003103638,0.001795333,0.8304683,0.00001970168,0.0001776549,0.00008848524,0.0003053311,0.0005118614,0.1572518,0.0001503699,0.006058607,0.00006890907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924383,0.0005825028,0.0001217305,0.0007443334,0.0001650205,0.00536775,0.0000937326,0.00001167796,0.0004749688],"genre_scores_gemma":[0.9965319,0.0009522116,0.0001180318,0.00002220672,0.00008430214,0.0007864938,0.00002896579,0.00001597736,0.001459918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1478822,"threshold_uncertainty_score":0.2095374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03358951647240354,"score_gpt":0.2699349012916022,"score_spread":0.2363453848191987,"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."}}