{"id":"W4253028827","doi":"10.5489/cuaj.735","title":"HIFU ablation is not a proven standard treatment for localized prostate cancer","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Prostate cancer; Ablation; Medicine; Prostate; Urology; Cancer; Medical physics; Oncology; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001909228,0.000147735,0.0007097658,0.0003601606,0.0005976728,0.001229302,0.0005734554,0.0006604239,0.003906691],"category_scores_gemma":[0.004350409,0.0001002821,0.0002883644,0.0007220677,0.001545385,0.0006106072,0.000403682,0.001063789,0.001025148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002255849,"about_ca_system_score_gemma":0.003998322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01369281,"about_ca_topic_score_gemma":0.02848935,"domain_scores_codex":[0.9986057,0.0002044091,0.00005739203,0.0001732724,0.0008568821,0.000102398],"domain_scores_gemma":[0.9982064,0.0006679196,0.0003549626,0.0001690754,0.0004022178,0.0001994327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005892725,0.00015211,0.007648392,0.002255581,0.0001868071,0.0002673918,0.000130918,0.0004711642,0.006472141,0.008339206,0.05062325,0.9228636],"study_design_scores_gemma":[0.0003485378,0.002453507,0.1076964,0.003593053,0.0003120267,0.005855469,0.0005391709,0.0007953173,0.01156616,0.01659628,0.8501167,0.0001273974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.08868229,0.7000609,0.02047841,0.09437239,0.006044762,0.0001610762,0.001346544,0.0005350612,0.08831856],"genre_scores_gemma":[0.66274,0.2808499,0.009413474,0.02481524,0.007118465,0.0001097935,0.001207815,0.000140847,0.01360445],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01369281,"threshold_uncertainty_score":0.02722621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831282472661701,"score_gpt":0.3065100683459199,"score_spread":0.2781972436193029,"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."}}