{"id":"W4417523854","doi":"10.1097/aog.0000000000006125","title":"In Reply","year":2025,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Université Laval","funders":"","keywords":"Serous carcinoma; Serous fluid; Incidence (geometry); Proportional hazards model; Univariate analysis; Cumulative incidence; Prospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005281509,0.001090905,0.001437651,0.001150923,0.002716272,0.004608321,0.003145451,0.02122143,0.03831239],"category_scores_gemma":[0.06690936,0.0007327358,0.001307171,0.0008474503,0.002863099,0.005138105,0.003035257,0.02713531,0.02829845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002754312,"about_ca_system_score_gemma":0.00483143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003621785,"about_ca_topic_score_gemma":0.003707572,"domain_scores_codex":[0.9952982,0.001255126,0.0006254371,0.0007828028,0.001478314,0.0005601027],"domain_scores_gemma":[0.9740909,0.008708097,0.001632522,0.0008906055,0.01219255,0.002485293],"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":[0.00001493229,0.000005607744,0.0001952862,0.00003683396,0.00000518821,0.0001347226,0.00004754691,0.000008884072,0.00002409563,0.0003390985,0.9963654,0.002822398],"study_design_scores_gemma":[0.00002513253,0.00002004298,0.0004817486,0.0001970976,0.00001472904,0.0007964256,0.0003828896,0.00006488236,0.0001458613,0.001092452,0.9967392,0.00003964145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002371722,0.002001526,0.0001871463,0.8501775,0.1447353,0.00002894385,0.0002168908,0.000149213,0.002266319],"genre_scores_gemma":[0.001770377,0.001361886,0.0002248132,0.9431826,0.0424374,0.00006946041,0.00009868944,0.00006147024,0.01079323],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03831239,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846231998491052,"score_gpt":0.3382263762069715,"score_spread":0.319764056222061,"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."}}