{"id":"W3094230929","doi":"10.1016/j.radonc.2020.10.029","title":"Immune cell profiling in Gleason 9 prostate cancer patients treated with brachytherapy versus external beam radiotherapy: An exploratory study","year":2020,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research; Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Cancer Care Ontario; Sunnybrook Health Science Centre","funders":"Prostate Cancer Canada","keywords":"Brachytherapy; Prostate cancer; Medicine; External beam radiotherapy; Radiation therapy; Oncology; Prostate; Radiology; External beam radiation; Urology; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003894143,0.0001966898,0.0005603539,0.0003769922,0.0003020542,0.0004564812,0.000187236,0.0002799634,0.002026107],"category_scores_gemma":[0.0006781359,0.00008771085,0.0003395825,0.0004035352,0.0002266355,0.0002601887,0.0002924585,0.0003881299,0.0003139575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002582284,"about_ca_system_score_gemma":0.0003125097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004349636,"about_ca_topic_score_gemma":0.0006195947,"domain_scores_codex":[0.9997117,0.0001191387,0.00001743723,0.00005247101,0.00004130466,0.0000579181],"domain_scores_gemma":[0.9996307,0.00008751237,0.00008815931,0.00002468626,0.00004085803,0.0001280553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06152564,0.003117749,0.8156134,0.0003392272,0.0005120923,0.0006601373,0.0007400759,0.0005061419,0.05536167,0.00013058,0.0004290457,0.06106416],"study_design_scores_gemma":[0.0003759278,0.03477566,0.9582719,0.00001792873,0.0002850051,0.0007448313,0.0004162916,0.000329539,0.003108111,0.00007023152,0.001588237,0.00001631331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985892,0.000630539,0.0001420714,0.00001870982,0.000008989676,0.00005558197,0.0001181223,0.000003844596,0.0004328365],"genre_scores_gemma":[0.9991449,0.0001226975,0.0001579061,0.00005304991,0.0000244194,0.00004478981,0.0001846992,0.000002373913,0.0002651524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002026107,"threshold_uncertainty_score":0.006778002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138953938108781,"score_gpt":0.3012097623878902,"score_spread":0.2798202230068023,"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."}}