{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002536607,0.0003681702,0.0006263762,0.0001330984,0.0001677201,0.00009408079,0.0001895476,0.0007205221,0.0006342005],"category_scores_gemma":[0.00007127511,0.0002870694,0.0003054088,0.00004271113,0.0001046244,0.00006026438,0.00002637296,0.001119336,0.0003874614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002473165,"about_ca_system_score_gemma":0.0003510736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003967006,"about_ca_topic_score_gemma":0.000001701194,"domain_scores_codex":[0.99833,0.0001225422,0.0002441105,0.0005281804,0.0003617078,0.0004134522],"domain_scores_gemma":[0.9980653,0.000153933,0.000240628,0.001339959,0.00008776163,0.0001123999],"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":[0.001041125,0.00007541367,0.0009091075,0.00007913012,0.0003090853,0.007147347,0.0000879466,5.569603e-8,0.00007346711,0.000004963749,0.968208,0.02206442],"study_design_scores_gemma":[0.001884793,0.0009940898,0.01162747,0.0003596758,0.0001432058,0.0002707423,0.000002025311,0.000001523521,0.0005113857,0.0001596739,0.9837837,0.0002616927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007579031,0.005012201,0.000008372294,0.9825084,0.001045203,0.0007988198,0.0001235868,0.0001259112,0.002798494],"genre_scores_gemma":[0.002414065,0.001941764,0.0003305319,0.9010894,0.006653324,0.0003602763,0.0004664992,0.0001467955,0.08659734],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08379884,"threshold_uncertainty_score":0.9999582,"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."}}