{"id":"W4281775485","doi":"10.3389/fsurg.2022.900528","title":"The SAFE Pilot Trial—SAlvage Focal Irreversible Electroporation—For Recurrent Localized Prostate Cancer: Rationale and Study Protocol","year":2022,"lang":"en","type":"article","venue":"Frontiers in Surgery","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Irreversible electroporation; Prostatectomy; Prostate cancer; Salvage therapy; Surgery; Biopsy; Androgen deprivation therapy; Prostate; Stage (stratigraphy); Urology; Cancer; Radiology; Internal medicine; Chemotherapy; Electroporation","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":[0.001745667,0.0001188833,0.0001917415,0.0000757079,0.0003917758,0.00003923806,0.0001085808,0.0000315715,0.00002162286],"category_scores_gemma":[0.0002816514,0.0001041074,0.00005637901,0.0002051734,0.00005995511,0.000008195429,0.00008633476,0.0001247288,1.643094e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001131383,"about_ca_system_score_gemma":0.0003547401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000262134,"about_ca_topic_score_gemma":0.00006657251,"domain_scores_codex":[0.9983649,0.0006103747,0.0003468896,0.0003164686,0.0001483108,0.0002130222],"domain_scores_gemma":[0.9994134,0.0001110816,0.0001778587,0.0001908725,0.00007223307,0.00003457569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1226485,0.001015895,0.01862246,0.00006162561,0.0001665485,0.000003061401,0.0002777121,0.0003403468,0.03685996,0.00008418524,0.7887947,0.03112494],"study_design_scores_gemma":[0.01483683,0.002188526,0.0004124591,0.000005980117,0.00001800452,0.000002012146,0.0008703816,0.0003209147,0.01289204,0.0005132735,0.9676808,0.0002587881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.4878397,0.002465564,0.06353454,0.003478269,0.005689666,0.4363807,0.0003117421,0.00005905582,0.0002407485],"genre_scores_gemma":[0.06981843,0.0003477336,0.01323504,0.0006878517,0.0006910082,0.9085177,0.0007033309,0.00009915092,0.005899819],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.4721369,"threshold_uncertainty_score":0.4245375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03191366669487784,"score_gpt":0.3328243616868444,"score_spread":0.3009106949919665,"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."}}