{"id":"W3023478384","doi":"10.1097/ju.0000000000000966.06","title":"PD56-06 TRANSFUSION RATES AFTER 800 AQUABLATION PROCEDURES USING VARIOUS HEMOSTASIS METHODS","year":2020,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Blood transfusion; Prostate; Prostatectomy; Enucleation; Hemostasis; Surgery; General surgery; Urology; Internal medicine","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":[0.0006034964,0.0001053589,0.0002950955,0.00008570131,0.00008929214,0.000007493845,0.00005106028,0.0000750773,0.0003625738],"category_scores_gemma":[0.0004543508,0.00006132726,0.00008634431,0.0002180355,0.0000727394,0.00007106466,0.00001977695,0.0002984787,0.00001907265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002187895,"about_ca_system_score_gemma":0.00009118339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001254936,"about_ca_topic_score_gemma":0.000003846835,"domain_scores_codex":[0.9989369,0.0003100655,0.0003631053,0.00009012459,0.0001703191,0.0001295237],"domain_scores_gemma":[0.9991424,0.0002786415,0.0001868621,0.00007862636,0.0002198422,0.00009363428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.08429827,0.0008231556,0.1076692,0.0005160887,0.003045262,0.0003939496,0.05839488,0.008725755,0.6265564,0.0002692608,0.03500703,0.07430074],"study_design_scores_gemma":[0.02293167,0.02566483,0.3212681,0.0001854157,0.01123779,0.02215947,0.01447566,0.03421522,0.04062111,0.003330352,0.5027544,0.001155878],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7985417,0.004153115,0.1650066,0.03120957,0.0005341839,0.00018815,0.000001183234,0.00002818436,0.0003372779],"genre_scores_gemma":[0.9806811,0.000477063,0.004324086,0.01387495,0.000516096,0.000001535838,9.418438e-7,0.00001444068,0.0001097467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5859353,"threshold_uncertainty_score":0.3969929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07045820217807568,"score_gpt":0.3730132620156197,"score_spread":0.302555059837544,"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."}}