{"id":"W4310112889","doi":"10.21203/rs.3.rs-2280588/v1","title":"PSMA PET/CT Patterns of Recurrence After Mono-Brachytherapy in Men with Low and Intermediate Prostate Cancer and Subsequent Management","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Prostate cancer; Brachytherapy; Biochemical recurrence; Androgen deprivation therapy; Prostate; Salvage therapy; Urology; Nuclear medicine; Radiology; Cancer; Radiation therapy; Internal medicine; Chemotherapy; Prostatectomy","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":[0.0002778725,0.0001570818,0.0002543026,0.0009446137,0.0002801944,0.0004642436,0.0003218245,0.0002747945,0.001180769],"category_scores_gemma":[0.001060883,0.0002027721,0.0003600591,0.0004105718,0.0003058976,0.0002157284,0.0002582863,0.0002337745,0.0001828039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004157858,"about_ca_system_score_gemma":0.0001839874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003721136,"about_ca_topic_score_gemma":0.004045456,"domain_scores_codex":[0.9997756,0.0000524698,0.00002303269,0.00006168726,0.0000391143,0.00004818653],"domain_scores_gemma":[0.9993492,0.00009749226,0.0003510359,0.00002918023,0.00005852646,0.0001145859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002788064,0.00001845301,0.9969139,0.000008409483,0.00001437171,0.0005460319,0.00005977944,0.00005980424,0.00103284,0.000008178587,0.00002980715,0.001029506],"study_design_scores_gemma":[0.000004987953,0.000211277,0.9967037,0.000002543965,0.00001838438,0.002402587,0.00009231011,0.0001394431,0.0003328624,0.000007242951,0.0000806948,0.000003995637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994037,0.0002416315,0.00005774326,0.000007037635,0.000001047103,0.000006476996,0.00006726194,0.000003202379,0.0002119102],"genre_scores_gemma":[0.9998265,0.00002004913,0.00003126619,0.000005034742,0.000002102567,0.000002451922,0.00005144447,7.52652e-7,0.00006041308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003721136,"threshold_uncertainty_score":0.007398963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03286546745878434,"score_gpt":0.3842678016373079,"score_spread":0.3514023341785236,"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."}}