{"id":"W4410032144","doi":"10.1053/j.gastro.2025.04.015","title":"Reply","year":2025,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Philosophy","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":[0.005156581,0.001188328,0.001968644,0.001419178,0.009982237,0.009643848,0.002968034,0.1270726,0.02089714],"category_scores_gemma":[0.03178455,0.001436628,0.00208382,0.001135694,0.003981633,0.004748157,0.004546658,0.0635325,0.01475937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007196254,"about_ca_system_score_gemma":0.01127615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01820019,"about_ca_topic_score_gemma":0.02836174,"domain_scores_codex":[0.9948505,0.001005779,0.000524298,0.0008184387,0.001338655,0.00146228],"domain_scores_gemma":[0.9874867,0.004991417,0.0009249952,0.0003992747,0.002400243,0.003797313],"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":[0.0000343691,0.00001582097,0.0005431638,0.00004011064,0.00001879772,0.001127318,0.0001828511,0.0000287195,0.00009236192,0.001293461,0.9942281,0.002394879],"study_design_scores_gemma":[0.00009373722,0.00004552526,0.001675595,0.0003314733,0.00005194439,0.001092318,0.001024285,0.0001652648,0.0001793258,0.004987441,0.9902617,0.00009134609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002792829,0.000919877,0.00004923584,0.965062,0.03011126,0.00001877428,0.00006207988,0.0000226512,0.003474862],"genre_scores_gemma":[0.0008636343,0.0002431666,0.00004765079,0.9806426,0.00944142,0.00002736597,0.00001860307,0.00001000298,0.008705557],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1270726,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233458664865555,"score_gpt":0.3171527803975214,"score_spread":0.2938069139109659,"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."}}