{"id":"W2965219801","doi":"10.1007/s11934-019-0918-0","title":"Hypofractionated Radiotherapy for Localized Prostate Cancer: When and for Whom?","year":2019,"lang":"en","type":"review","venue":"Current Urology Reports","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Prostate cancer; Nephrology; Radiation therapy; Internal medicine; Oncology; Prostate; Cancer; Urology; Radiology","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":[0.001172189,0.0008269086,0.002218718,0.00230253,0.00028143,0.001544625,0.001087082,0.001264394,0.003716447],"category_scores_gemma":[0.002234877,0.0003530254,0.000877075,0.00279453,0.0007468303,0.001959061,0.0006744913,0.001974135,0.001152821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094807,"about_ca_system_score_gemma":0.002681192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003767654,"about_ca_topic_score_gemma":0.01020226,"domain_scores_codex":[0.9996099,0.00009057338,0.00009005865,0.00007581927,0.000102254,0.00003136458],"domain_scores_gemma":[0.9990913,0.0004605412,0.0002016897,0.00001706629,0.0001787259,0.00005074647],"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":[0.00007991106,0.00002865063,0.000385928,0.03150112,0.0002033601,0.00008818167,0.00007315874,0.0001721307,0.0002788119,0.001246303,0.04906441,0.916878],"study_design_scores_gemma":[0.00006554615,0.0001316402,0.002241892,0.04278175,0.001288614,0.001394583,0.0002443389,0.00009957395,0.0001952429,0.001830946,0.9496822,0.00004369018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002692922,0.9991747,0.00002356954,0.0004024291,0.0001673578,0.000001476739,0.000009810469,0.000002136387,0.0001916521],"genre_scores_gemma":[0.0002828437,0.9988326,0.00006356241,0.0004498811,0.0002205475,0.000002250826,0.00001188826,7.635771e-7,0.0001355284],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003767654,"threshold_uncertainty_score":0.01243275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0897718046909313,"score_gpt":0.4172726769145884,"score_spread":0.3275008722236571,"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."}}