{"id":"W2609436699","doi":"10.1016/j.ijrobp.2017.01.024","title":"In Reply to Hamstra et al","year":2017,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Biopsy; Randomized controlled trial; Occult; Androgen suppression; Radiation therapy; Prostate cancer; Clinical endpoint; Urology; Surgery; Nuclear medicine; Cancer; Radiology; Internal medicine; Pathology","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":[0.003521628,0.001166381,0.001768677,0.00108368,0.005642369,0.006552018,0.002675436,0.08485952,0.01043315],"category_scores_gemma":[0.04097427,0.001145592,0.001456844,0.0009036435,0.004284878,0.004585646,0.003561231,0.06087663,0.01118524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005382676,"about_ca_system_score_gemma":0.004741101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003105982,"about_ca_topic_score_gemma":0.005099168,"domain_scores_codex":[0.9960855,0.000847448,0.0004116726,0.0005147228,0.001130805,0.001009872],"domain_scores_gemma":[0.9910877,0.00430119,0.0009738643,0.0002988698,0.001772527,0.001565823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002485897,0.00001328745,0.0003469388,0.00003614827,0.00001271836,0.001906209,0.0001383965,0.00003712335,0.00006240777,0.001348998,0.9933456,0.00272734],"study_design_scores_gemma":[0.0001183713,0.00007019653,0.001073012,0.0004597628,0.00006849416,0.004609574,0.001097113,0.000418181,0.0002840713,0.01048261,0.9812189,0.00009978946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002118551,0.0009538453,0.0000492203,0.950963,0.04627357,0.000008373227,0.0000301209,0.00001744694,0.001492532],"genre_scores_gemma":[0.002036886,0.0007275074,0.00006655329,0.9333394,0.05965865,0.00002353657,0.00002593409,0.00001762959,0.004104016],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08485952,"threshold_uncertainty_score":0.03905421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02522152798851202,"score_gpt":0.4135857661962457,"score_spread":0.3883642382077336,"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."}}