{"id":"W3199607424","doi":"10.1093/infdis/jiab471","title":"Reply","year":2021,"lang":"en","type":"letter","venue":"The Journal of Infectious Diseases","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Cohort; Squamous intraepithelial lesion; Medicine; Context (archaeology); Human papillomavirus; Biomarker; Immunology; Incidence (geometry); Viral load; Transmission (telecommunications); Demography; Human immunodeficiency virus (HIV); Biology; Internal medicine; Cervical cancer; Cervical intraepithelial neoplasia; Computer science; Genetics; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00293343,0.001003208,0.001439919,0.0008144811,0.002572054,0.002696524,0.00247363,0.03182159,0.008660191],"category_scores_gemma":[0.02557548,0.0007382734,0.001064838,0.0006018113,0.002050401,0.004038087,0.001527785,0.03394989,0.009677343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002368419,"about_ca_system_score_gemma":0.003184154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002540878,"about_ca_topic_score_gemma":0.002693643,"domain_scores_codex":[0.9979507,0.0005413954,0.0002712354,0.0003330917,0.0005969771,0.0003065912],"domain_scores_gemma":[0.9925973,0.00254168,0.0006357443,0.000251047,0.002638054,0.001336013],"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":[0.00002868385,0.0000151126,0.000324949,0.00003773079,0.000007893892,0.001140944,0.00006774038,0.00002437236,0.00008260859,0.0004004714,0.9950388,0.002830671],"study_design_scores_gemma":[0.00007499,0.00006680928,0.001271014,0.0002835772,0.00003098915,0.00563992,0.0005362796,0.000360589,0.0003385487,0.002945159,0.988359,0.00009305807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004448091,0.001327031,0.0001279494,0.9322054,0.06405855,0.0000256084,0.0001050092,0.00009107314,0.001614493],"genre_scores_gemma":[0.002701483,0.0005746003,0.0001706459,0.9619685,0.03012138,0.00003677528,0.0000333447,0.00002734257,0.004366031],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03182159,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02441948657534646,"score_gpt":0.3168795554318051,"score_spread":0.2924600688564586,"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."}}