{"id":"W2052825395","doi":"10.1002/cncr.24349","title":"Prediction of sexual function after radical prostatectomy","year":2009,"lang":"en","type":"review","venue":"Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Prostatectomy; Erectile dysfunction; Neurovascular bundle; Prostate cancer; Erectile function; Sexual function; Comorbidity; Surgery; Urology; Cancer; 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":[0.00007312897,0.0003060423,0.001236388,0.0001292212,0.0000217057,0.000008651734,0.000043748,0.0002521642,0.000480241],"category_scores_gemma":[0.00001068357,0.0002134454,0.0002257125,0.0002292489,0.00007282629,0.00005022604,0.00001689208,0.0002605203,0.00002620741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005995301,"about_ca_system_score_gemma":0.000654065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002128475,"about_ca_topic_score_gemma":0.000003145139,"domain_scores_codex":[0.9985886,0.00003833721,0.0004868055,0.0004109533,0.0002547643,0.0002205535],"domain_scores_gemma":[0.9992087,0.00002531257,0.0002309519,0.0003131094,0.00008675902,0.000135207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001451592,0.0001697874,0.0002654027,0.01611014,0.0003928328,0.00003205085,0.00002071892,2.72322e-7,0.000001028055,0.00001009316,0.003716659,0.9791359],"study_design_scores_gemma":[0.0008684576,0.001152113,0.001692005,0.01731205,0.004662596,0.00002761685,0.000003307532,0.000001281014,0.00001188397,0.00001393686,0.9741246,0.000130185],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001726373,0.9966923,0.00001697771,0.00005060717,0.0004824569,0.001641368,0.0005260775,0.00005256888,0.0003649928],"genre_scores_gemma":[0.000247529,0.9957572,0.00003564246,0.0001224429,0.0006246534,0.002089121,0.0003851428,0.00004397501,0.0006943397],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9790057,"threshold_uncertainty_score":0.8704051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05693298746489587,"score_gpt":0.3382504709655972,"score_spread":0.2813174835007013,"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."}}