{"id":"W2887837678","doi":"10.1177/1533033818789633","title":"Stereotactic Body Radiotherapy for Primary Prostate Cancer","year":2018,"lang":"en","type":"article","venue":"Technology in Cancer Research & Treatment","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Cancer Research UK","keywords":"Medicine; Prostate cancer; Radiation therapy; Randomized controlled trial; Brachytherapy; Prostate; External beam radiotherapy; Dose fractionation; Adverse effect; Cancer; Oncology; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003139099,0.0003064759,0.0005883561,0.0008391492,0.0002191043,0.00002961557,0.0001839611,0.0002223283,0.0003170865],"category_scores_gemma":[0.00003309748,0.0002281939,0.0001047584,0.0009537233,0.0007191011,0.00008853955,0.00006490391,0.0003015925,0.0000288164],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007809895,"about_ca_system_score_gemma":0.001238308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002370047,"about_ca_topic_score_gemma":0.001300036,"domain_scores_codex":[0.9973837,0.00006244992,0.000342103,0.0007677022,0.0003769271,0.001067187],"domain_scores_gemma":[0.998513,0.000149596,0.00008241319,0.0006767325,0.0004116608,0.0001665639],"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":[0.003703733,0.002725932,0.469638,0.000225672,0.001397194,0.00029095,0.0009970949,0.00000275499,0.01572803,0.0007968021,0.004264078,0.5002298],"study_design_scores_gemma":[0.03806197,0.04201277,0.1422314,0.001562158,0.0004213044,0.00009845335,0.0004889921,0.000182763,0.3212654,0.006273131,0.4466375,0.0007641705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192367,0.03104187,0.000009503387,0.04304736,0.0002425642,0.005555228,0.0001902037,0.0001956425,0.0004809205],"genre_scores_gemma":[0.9018296,0.06180738,0.0009864642,0.0004598176,0.000376234,0.03206225,0.00004287251,0.00008602875,0.002349375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4994656,"threshold_uncertainty_score":0.9959989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07119979775071299,"score_gpt":0.4502080459001597,"score_spread":0.3790082481494467,"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."}}