{"id":"W4223643856","doi":"10.1016/j.ijrobp.2022.01.013","title":"In Reply to Yamazaki et al.","year":2022,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; SABR volatility model; Prostate cancer; Nuclear medicine; Brachytherapy; Prospective cohort study; Cancer; Radiation therapy; 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":[0.002811129,0.001020629,0.001332545,0.0008736957,0.00407025,0.003260124,0.002327707,0.05371447,0.0078792],"category_scores_gemma":[0.02159112,0.0009002356,0.00103617,0.0008036964,0.002383949,0.004126948,0.001814789,0.0377427,0.008565827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00306799,"about_ca_system_score_gemma":0.003133469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004622356,"about_ca_topic_score_gemma":0.006950253,"domain_scores_codex":[0.9977604,0.0006068433,0.0003116971,0.000337499,0.0005881009,0.000395391],"domain_scores_gemma":[0.9944423,0.002717902,0.0004571346,0.0001605446,0.001151823,0.001070352],"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":[0.00004982981,0.0000194424,0.0003839765,0.00003742459,0.000008070136,0.001790069,0.00009738663,0.00003064225,0.00007613451,0.0006030236,0.9945225,0.002381533],"study_design_scores_gemma":[0.0001441642,0.00008929253,0.001623582,0.0002825173,0.00004580676,0.005831533,0.0008605727,0.0004483674,0.0003836937,0.006361302,0.9838268,0.0001024418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002695778,0.0009117256,0.0000507195,0.9703915,0.02702512,0.000008655827,0.00005315378,0.00002556095,0.001264079],"genre_scores_gemma":[0.002015645,0.0006172134,0.00009591948,0.9663309,0.02711942,0.00002543344,0.00003561689,0.00001803247,0.003741642],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05371447,"threshold_uncertainty_score":0.02635854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582810502074633,"score_gpt":0.3574744525009808,"score_spread":0.3316463474802344,"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."}}