{"id":"W4302029121","doi":"10.1016/j.esmoop.2022.100597","title":"The current role of precision surgery in oligometastatic prostate cancer","year":2022,"lang":"en","type":"review","venue":"ESMO Open","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Prostate cancer; Medicine; Current (fluid); Oncology; Prostate; Cancer; Medical physics; Internal medicine; Geology; Oceanography","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":[0.001834025,0.0005189135,0.001108408,0.001182202,0.0003471952,0.001463242,0.0008307216,0.001385401,0.002985259],"category_scores_gemma":[0.002969681,0.0002064701,0.0006962492,0.001087419,0.001369858,0.002208561,0.0009960064,0.002206698,0.0008551853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008237486,"about_ca_system_score_gemma":0.001603017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080217,"about_ca_topic_score_gemma":0.001848261,"domain_scores_codex":[0.999345,0.0001880619,0.0001111013,0.0001192063,0.0001780157,0.00005857575],"domain_scores_gemma":[0.9980063,0.001356757,0.0001693678,0.00005309163,0.0003168519,0.00009768286],"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":[0.0001338616,0.00003511079,0.0003923302,0.01271426,0.00007731615,0.0002373941,0.0001584385,0.0006124917,0.0009708928,0.00924216,0.02025577,0.9551699],"study_design_scores_gemma":[0.00002725914,0.0003484767,0.001545568,0.00629847,0.0001649494,0.001752842,0.0001806222,0.0003113687,0.0006492161,0.009334764,0.9793383,0.00004814404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002307195,0.9967997,0.0002888486,0.001435894,0.000368902,0.000003359697,0.00001510634,0.00001238114,0.000845145],"genre_scores_gemma":[0.002583129,0.9948162,0.0003385629,0.0009857221,0.0009141451,0.000009118325,0.00002784041,0.00000407537,0.0003211281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002985259,"threshold_uncertainty_score":0.009986699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1492789053246788,"score_gpt":0.4667419832692214,"score_spread":0.3174630779445426,"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."}}