{"id":"W4402073162","doi":"10.1053/j.gastro.2024.08.023","title":"Reply","year":2024,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"School of Medicine, Indiana University","keywords":"Environmental science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004020532,0.001223354,0.001793409,0.001308552,0.008616998,0.008006375,0.002818727,0.113419,0.02259729],"category_scores_gemma":[0.0286712,0.001344011,0.001974158,0.0009797791,0.003142566,0.00377925,0.003824664,0.05723816,0.01601508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006734057,"about_ca_system_score_gemma":0.009631633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02101221,"about_ca_topic_score_gemma":0.03231626,"domain_scores_codex":[0.9959157,0.000737328,0.0004296315,0.0006442387,0.001052515,0.00122055],"domain_scores_gemma":[0.990049,0.003745287,0.0007726746,0.0003052018,0.00214122,0.002986635],"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":[0.000035167,0.0000149309,0.0005080121,0.00003291495,0.00001656588,0.001106415,0.0001289632,0.00003267307,0.0000870585,0.0009385668,0.9948636,0.002235174],"study_design_scores_gemma":[0.00009730105,0.00004361602,0.001769346,0.0002794863,0.00005096798,0.001193134,0.0008300259,0.0002162334,0.0001756087,0.004016454,0.991235,0.00009281822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003263297,0.0007981909,0.00006560278,0.9576434,0.03664704,0.00002366071,0.00007480586,0.00003073425,0.004390191],"genre_scores_gemma":[0.000981763,0.0002422052,0.00006101387,0.9756559,0.01050423,0.00003213157,0.00002220364,0.00001372334,0.01248684],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9774027,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649602341331482,"score_gpt":0.2604369498778037,"score_spread":0.2439409264644889,"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."}}