{"id":"W4414111888","doi":"10.1016/j.aohep.2025.102119","title":"Reply to Suoh et al","year":2025,"lang":"it","type":"letter","venue":"Annals of Hepatology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"","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":[0.005873299,0.001302293,0.002288119,0.00161668,0.00888563,0.00879837,0.003145082,0.1360287,0.0148611],"category_scores_gemma":[0.0452663,0.001686873,0.002101841,0.001548676,0.004809928,0.004967352,0.004102958,0.07658643,0.01102293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007125675,"about_ca_system_score_gemma":0.00892614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008068766,"about_ca_topic_score_gemma":0.01351277,"domain_scores_codex":[0.9938792,0.001536879,0.0006765412,0.0008058055,0.00142758,0.001673996],"domain_scores_gemma":[0.9813482,0.009117271,0.001696432,0.0006393403,0.002684637,0.004514198],"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":[0.0000265273,0.00001312012,0.0004007921,0.00003298373,0.00001449927,0.001086628,0.0001681126,0.00002404442,0.0000555653,0.0009412551,0.9955052,0.001731154],"study_design_scores_gemma":[0.0001901699,0.00008799478,0.001987509,0.0006257681,0.00009867577,0.001951572,0.001637122,0.0003518554,0.0002373891,0.008043731,0.984657,0.0001312487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001874133,0.0006177701,0.00002924076,0.9733239,0.02429598,0.00001001639,0.00003062387,0.00001479429,0.001490116],"genre_scores_gemma":[0.001094498,0.0003059225,0.00003697727,0.9679444,0.02771181,0.00002225675,0.00001598337,0.00001132755,0.002856806],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1360287,"threshold_uncertainty_score":0.05170065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1202123241054584,"score_gpt":0.448804793582162,"score_spread":0.3285924694767036,"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."}}