{"id":"W4245312116","doi":"10.1016/j.brachy.2017.03.001","title":"Authors' response","year":2017,"lang":"en","type":"letter","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Brachytherapy; Observational study; Prostate brachytherapy; Prostate-specific antigen; Medical physics; Statistical analysis; Oncology; Internal medicine; Prostate; Gynecology; Urology; Radiation therapy; Statistics","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":[0.00393014,0.0007735065,0.001653353,0.001028923,0.006923154,0.006878603,0.002707428,0.08301187,0.02398246],"category_scores_gemma":[0.04961082,0.0008211037,0.001621658,0.0006796654,0.003383746,0.002810048,0.003175388,0.05289843,0.01810111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008123641,"about_ca_system_score_gemma":0.008306232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007051842,"about_ca_topic_score_gemma":0.01121925,"domain_scores_codex":[0.9939677,0.001308609,0.0005373301,0.0008073553,0.001851549,0.001527522],"domain_scores_gemma":[0.9870566,0.00499034,0.001262723,0.0004621176,0.003826128,0.002402172],"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":[0.0000173392,0.000009733916,0.0002752856,0.00003426188,0.000008937132,0.001494281,0.000165291,0.00003640209,0.00004982613,0.001571861,0.9937785,0.002558241],"study_design_scores_gemma":[0.0000584584,0.00002915029,0.0005710479,0.0004482628,0.00002897618,0.002040703,0.0008179302,0.0002619009,0.0001675012,0.005973888,0.9895372,0.00006497784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002529633,0.0005394351,0.00006899777,0.9627522,0.03193243,0.00001579155,0.00005055553,0.00003704274,0.004350521],"genre_scores_gemma":[0.00249702,0.0004058627,0.0000884375,0.9675094,0.01649841,0.00003671039,0.00002578272,0.00002748307,0.01291092],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08301187,"threshold_uncertainty_score":0.08022934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03585467463443427,"score_gpt":0.3314086136647552,"score_spread":0.295553939030321,"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."}}