{"id":"W4200366280","doi":"10.1016/j.clon.2021.12.006","title":"Ultrahypofractionated Radiotherapy for Localised Prostate Cancer: How Far Can We Go?","year":2021,"lang":"en","type":"review","venue":"Clinical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Ottawa Hospital","funders":"","keywords":"Medicine; Prostate cancer; Brachytherapy; Radiation therapy; Prostate; Cancer; Medical physics; Radiology; Oncology; 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":[0.001365126,0.0006209331,0.002484262,0.00159948,0.0002162301,0.001327577,0.001110425,0.001393489,0.003663671],"category_scores_gemma":[0.00230572,0.0002968467,0.001417439,0.002124337,0.0005138303,0.001859836,0.0005442447,0.002014693,0.001236024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006978019,"about_ca_system_score_gemma":0.001572851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002031235,"about_ca_topic_score_gemma":0.004208556,"domain_scores_codex":[0.9996403,0.000121301,0.0000688971,0.00004743739,0.00009676175,0.00002531288],"domain_scores_gemma":[0.9990143,0.0006955508,0.0001244705,0.00002043129,0.0001187309,0.00002651409],"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":[0.0001536416,0.00003988952,0.0001601059,0.1030704,0.0004093796,0.0001239059,0.00010464,0.0003010925,0.0005907969,0.002845309,0.01602559,0.8761752],"study_design_scores_gemma":[0.0001050364,0.0002825605,0.001796579,0.08827996,0.001281665,0.001697409,0.0002522315,0.0001044929,0.0003726183,0.0036895,0.9020969,0.00004108916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003768566,0.999506,0.00002448936,0.0001967279,0.00005770458,0.000001904348,0.000007432015,0.000001362861,0.0001666308],"genre_scores_gemma":[0.0003163785,0.9993636,0.00005565129,0.0001367631,0.00003444908,0.000002751363,0.00000983812,7.257678e-7,0.00007985984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003663671,"threshold_uncertainty_score":0.01225615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1875353624540562,"score_gpt":0.5102215540258784,"score_spread":0.3226861915718222,"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."}}