{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002772624,0.0001346599,0.0004661057,0.0002301878,0.0001885265,0.0003980129,0.0001943812,0.0002793752,0.001646047],"category_scores_gemma":[0.003198493,0.00007693349,0.0009399998,0.0003485483,0.0002408205,0.0003191397,0.0002860078,0.0004170267,0.000144952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005010696,"about_ca_system_score_gemma":0.0003959247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004382266,"about_ca_topic_score_gemma":0.0006266891,"domain_scores_codex":[0.999044,0.0004359143,0.00008866651,0.00008158812,0.0002317914,0.000118032],"domain_scores_gemma":[0.9958581,0.001107984,0.002255122,0.000158061,0.0002817576,0.0003389673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05631442,0.002123931,0.7996079,0.001161114,0.002463836,0.0001525511,0.0002127398,0.0008470287,0.002321722,0.0001531727,0.001446675,0.1331949],"study_design_scores_gemma":[0.001872445,0.02462532,0.9695313,0.00012822,0.0008823805,0.0005142884,0.00009340978,0.0005975293,0.0007649895,0.0001783088,0.0007964417,0.0000154185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936588,0.004992576,0.0001949114,0.0001321992,0.00001795189,0.00006980275,0.0002486812,0.000005840501,0.0006790939],"genre_scores_gemma":[0.9992924,0.0003588962,0.00005017947,0.00004324767,0.00002921549,0.00002234439,0.0001592843,9.245441e-7,0.00004358778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002772624,"threshold_uncertainty_score":0.01466322,"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."}}