{"id":"W2784132856","doi":"","title":"Bipolar TURP associated with ‘substantial’ cost savings","year":2017,"lang":"en","type":"article","venue":"Urology times","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate; Transurethral resection of the prostate; Medicine; Resection; Surgery; Internal medicine; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001353794,0.0003750308,0.0003676283,0.0004106565,0.0002943613,0.00113614,0.000355963,0.0005416793,0.02044921],"category_scores_gemma":[0.006206528,0.0001936924,0.001169543,0.000598119,0.0003079697,0.0007868194,0.0007394764,0.001026583,0.001518151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094753,"about_ca_system_score_gemma":0.001104461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615417,"about_ca_topic_score_gemma":0.005309079,"domain_scores_codex":[0.9988385,0.00053398,0.00006648033,0.00007098959,0.0003393937,0.0001507135],"domain_scores_gemma":[0.9966878,0.001976695,0.0003655107,0.0002788852,0.000392645,0.000298462],"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":[0.01215222,0.0007142643,0.01128239,0.001126189,0.0007062446,0.001126622,0.00005975769,0.003048061,0.01056612,0.008220395,0.04203201,0.9089657],"study_design_scores_gemma":[0.00356833,0.02062842,0.5720171,0.001881083,0.003498802,0.02781606,0.001137793,0.01843212,0.02340487,0.02917007,0.2981242,0.0003211322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6740202,0.05579296,0.03942509,0.0620317,0.006387339,0.0005998638,0.003634441,0.001031753,0.1570767],"genre_scores_gemma":[0.9778334,0.005181145,0.004666572,0.002895367,0.0009872488,0.00006895431,0.0008721086,0.00007546215,0.007419773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02044921,"threshold_uncertainty_score":0.06840944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284860707337582,"score_gpt":0.3112091826162537,"score_spread":0.2827231118824955,"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."}}