{"id":"W2953109302","doi":"10.1016/j.brachy.2019.04.111","title":"Efficacy Results of a Randomized Trial of Prostate HDR Monotherapy in Either One or Two Fractions for Low and Intermediate Risk Disease","year":2019,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Regimen; Prostate cancer; Randomized controlled trial; Fraction (chemistry); Brachytherapy; Oncology; Prostate; Internal medicine; Urology; Nuclear medicine; Cancer; Radiation therapy","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":[0.000812761,0.000156578,0.0008740219,0.0002194144,0.00002557071,0.00001039438,0.00005892184,0.00005513127,0.00008792213],"category_scores_gemma":[0.0003328638,0.00009894338,0.000205147,0.0001949869,0.0001811752,0.00008322319,0.00001180283,0.0001432974,0.000003255254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003890979,"about_ca_system_score_gemma":0.0002360796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001558528,"about_ca_topic_score_gemma":0.00003221025,"domain_scores_codex":[0.9984627,0.0001970375,0.0006031787,0.000287038,0.000228089,0.0002219181],"domain_scores_gemma":[0.9981179,0.001008821,0.0003296388,0.0003095841,0.0001174475,0.0001166012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9665622,0.001483614,0.003838604,0.0001719092,0.0004172599,0.000007395663,0.001304722,0.00001792802,0.001836028,0.00002110281,0.00004458663,0.02429465],"study_design_scores_gemma":[0.9809049,0.002760609,0.01072692,0.0004067038,0.0001128753,0.000001038798,0.0000623914,0.0009496826,0.003248057,0.0003959759,0.0003264476,0.0001044084],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891406,0.001230435,0.00008230723,0.0007663725,0.000125274,0.008347034,0.0001999737,0.00001748511,0.00009048688],"genre_scores_gemma":[0.9880418,0.008638952,0.0004022645,0.00006963539,0.0001119393,0.0005914698,0.00006451458,0.00003680479,0.002042649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02419025,"threshold_uncertainty_score":0.4034794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386774144985368,"score_gpt":0.3528044707920732,"score_spread":0.3289367293422195,"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."}}