{"id":"W4320495590","doi":"10.1002/cam4.5692","title":"Cryotherapy for partial gland ablation of prostate cancer: Oncologic and safety outcomes","year":2023,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Clinical and Translational Science Institute, University of California, Los Angeles; Phase One Foundation; National Center for Advancing Translational Sciences; Jean Perkins Foundation; National Cancer Institute; Prostate Cancer Foundation","keywords":"Medicine; Cryotherapy; Prostate cancer; Biopsy; Urology; Prostate; Sexual function; Prostate biopsy; Ablation; Cancer; Surgery; 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":[0.0002246081,0.0001559256,0.0005490531,0.00009648925,0.00006484207,0.000003323652,0.00003560978,0.00005905481,0.0001875535],"category_scores_gemma":[0.00006230337,0.00009889755,0.00005376299,0.0002358724,0.0001609162,0.00004160577,0.00001391702,0.00005990918,0.000001473307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002000037,"about_ca_system_score_gemma":0.0001690353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005244593,"about_ca_topic_score_gemma":0.0001340777,"domain_scores_codex":[0.9989505,0.00001684854,0.0003358437,0.0002645178,0.0001907822,0.0002414715],"domain_scores_gemma":[0.9992464,0.0001941781,0.0001518696,0.0001517473,0.0001315749,0.000124213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001280453,0.00008257746,0.8367082,0.0004329052,0.0003065609,0.00001270246,0.001579613,0.00006884839,0.001384505,0.0001996064,0.009866202,0.1480778],"study_design_scores_gemma":[0.01601245,0.002205321,0.8741462,0.0007431252,0.0004209983,0.000003348035,0.0002755596,0.000536536,0.004299234,0.0004159308,0.1007938,0.0001474973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420026,0.01313708,0.00006494456,0.04151869,0.0007313333,0.001921095,0.0002798065,0.00009141233,0.0002530726],"genre_scores_gemma":[0.9416418,0.0536378,0.0001005088,0.001420727,0.0004681718,0.001471496,0.000139712,0.00002894306,0.00109086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1479303,"threshold_uncertainty_score":0.4032925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0426615101699104,"score_gpt":0.3741839834393196,"score_spread":0.3315224732694093,"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."}}