{"id":"W4213391632","doi":"","title":"Biochemical failure-rate and preservation of erectile function after prostate seed brachytherapy in early-onset prostate cancer.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Brachytherapy; Prostate cancer; Urology; Erectile dysfunction; Proportional hazards model; Prostate; Prostate brachytherapy; Cohort; Internal medicine; Sexual function; Surgery; Radiation therapy; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006028208,0.0001866035,0.0002291542,0.0004767671,0.0001078526,0.0002492078,0.0002087881,0.0002588819,0.00121107],"category_scores_gemma":[0.001613832,0.00009480806,0.0003651154,0.0003353348,0.0001465615,0.0001831852,0.0002006478,0.0002360541,0.000180588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002642756,"about_ca_system_score_gemma":0.0001910715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001919687,"about_ca_topic_score_gemma":0.002249097,"domain_scores_codex":[0.9998251,0.00004153914,0.00001494854,0.00003306191,0.00005115653,0.00003430991],"domain_scores_gemma":[0.9986932,0.0002780374,0.0007352606,0.00004314275,0.00006796583,0.0001823695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004415412,0.00002094763,0.9955707,0.00002320882,0.0000539495,0.00007965871,0.00002705626,0.0001023395,0.0002839819,0.000005145019,0.00006367132,0.00332782],"study_design_scores_gemma":[0.000007759249,0.0001812722,0.9990807,0.000003845879,0.00002461385,0.0003692812,0.00001219246,0.0001195136,0.00009470522,0.000006084639,0.00009837722,0.000001733138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986086,0.0009400976,0.00007834102,0.00001245308,0.000002652444,0.000003557625,0.0002197254,0.000002392356,0.0001320934],"genre_scores_gemma":[0.9995449,0.0001092379,0.00002557367,0.000007471327,0.000005364859,0.000002392954,0.0001971456,7.220277e-7,0.0001071002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001919687,"threshold_uncertainty_score":0.004051447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134541494085169,"score_gpt":0.2253518175412654,"score_spread":0.2140064026004137,"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."}}