{"id":"W3208904491","doi":"10.1097/spc.0000000000000576","title":"Editorial: Patient selection in urologic oncology - one size does not fit all","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Supportive and Palliative Care","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Research in Immunology and Cancer; Université de Montréal","funders":"","keywords":"Selection (genetic algorithm); MEDLINE; Patient care; Radiation oncology; Urologic disease","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":[0.01199023,0.003145595,0.005180484,0.002866085,0.004273277,0.00753929,0.004132626,0.02721321,0.01475196],"category_scores_gemma":[0.06309366,0.001696519,0.003590532,0.001846679,0.00390576,0.005411579,0.001946677,0.02670077,0.009609075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004196937,"about_ca_system_score_gemma":0.004197231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861731,"about_ca_topic_score_gemma":0.005389499,"domain_scores_codex":[0.9921572,0.002496961,0.001388934,0.00105593,0.002320084,0.0005808959],"domain_scores_gemma":[0.9404719,0.03206258,0.004274608,0.001110301,0.01566084,0.00641966],"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":[0.00004039036,0.00001227712,0.00006737124,0.0002114893,0.00002633336,0.00009014186,0.00001027319,0.00002075189,0.00001967425,0.0001579245,0.9960511,0.00329217],"study_design_scores_gemma":[0.0003614385,0.0001014374,0.0009861758,0.002298257,0.0002691394,0.0008579163,0.0001624828,0.0004608123,0.0001465379,0.002031053,0.9922565,0.00006817799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005503141,0.004177523,0.00009821521,0.0845696,0.9103578,0.00001723299,0.00004838674,0.00003328256,0.0006429809],"genre_scores_gemma":[0.0005499564,0.002416748,0.0001183518,0.05644048,0.9382609,0.00002101087,0.00002525309,0.00002752393,0.002139806],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02721321,"threshold_uncertainty_score":0.06341118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08841480693141865,"score_gpt":0.3947087786034746,"score_spread":0.306293971672056,"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."}}