{"id":"W2484426162","doi":"10.1155/2016/3079684","title":"Advances in Radiotherapy for Prostate Cancer Treatment","year":2016,"lang":"en","type":"article","venue":"Prostate Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Tomotherapy; Brachytherapy; Cyberknife; Prostate cancer; Proton therapy; Radiation therapy; Radiosurgery; Nuclear medicine; Prostate; Radiation treatment planning; Radiology; Image-guided radiation therapy; External beam radiation; Medical physics; Cancer; 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":[0.001867609,0.0006258021,0.0008421756,0.001178818,0.0004753644,0.00169019,0.001073969,0.001199989,0.02036437],"category_scores_gemma":[0.002368331,0.000244974,0.000875014,0.001710057,0.0006039862,0.001414957,0.001343118,0.002672592,0.01037878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403036,"about_ca_system_score_gemma":0.003007013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001688167,"about_ca_topic_score_gemma":0.002753871,"domain_scores_codex":[0.9987134,0.0003030152,0.00006957118,0.0001616311,0.0006651192,0.00008734973],"domain_scores_gemma":[0.9988871,0.0003358305,0.0000941855,0.000108801,0.0004784636,0.00009561708],"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":[0.00005456308,0.00007704121,0.0007534226,0.002823418,0.00007887067,0.0001644675,0.0001058101,0.001165849,0.002649574,0.03056507,0.09622447,0.8653374],"study_design_scores_gemma":[0.00001165831,0.00005994399,0.0007156119,0.000477711,0.00004136295,0.0008285057,0.0000393222,0.0003215097,0.0007328466,0.007760201,0.9889931,0.00001810268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001540674,0.8503792,0.03038266,0.01504717,0.006345869,0.0001182859,0.0004368804,0.0006014133,0.09514793],"genre_scores_gemma":[0.02483272,0.8694391,0.04482435,0.007237341,0.006126675,0.0001672774,0.0008060855,0.000255893,0.04631055],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02036437,"threshold_uncertainty_score":0.06812561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940643554286055,"score_gpt":0.338114107076912,"score_spread":0.3187076715340514,"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."}}