{"id":"W7126115199","doi":"10.5281/hra.v3i8.6890","title":"Test Viral HPV en Dépistage Primaire du Cancer du Col de l’Utérus à Dakar (Sénégal) : A Propos de 505 Cas","year":2025,"lang":"fr","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et Services Sociaux de la Gaspésie","funders":"","keywords":"Cervical cancer; Human papillomavirus; HPV infection; Cancer; Viral disease; Human immunodeficiency virus (HIV)","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":[0.0007936712,0.0005098275,0.0003450308,0.002315506,0.001080204,0.0007980851,0.0005347158,0.0005511118,0.00265006],"category_scores_gemma":[0.002129931,0.0006204796,0.00038113,0.003007648,0.0009258285,0.0007361405,0.0006663094,0.0004517395,0.000406147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000515016,"about_ca_system_score_gemma":0.001047962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01333008,"about_ca_topic_score_gemma":0.01896866,"domain_scores_codex":[0.9993961,0.0001329147,0.0001228945,0.0001293549,0.0001259288,0.00009274025],"domain_scores_gemma":[0.9990422,0.0003840628,0.0003249487,0.00007371329,0.0001197865,0.00005523393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001043442,0.00005098619,0.9518548,0.0008501403,0.00008883767,0.0159368,0.002959026,0.00006491543,0.001666863,0.0002045794,0.0004999533,0.02571879],"study_design_scores_gemma":[0.0000177717,0.0002457162,0.8225128,0.001651788,0.0004596144,0.1456094,0.01184187,0.0002426695,0.002214432,0.0002364486,0.01491938,0.00004816369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714139,0.02176974,0.0006918485,0.0003350526,0.00005399415,0.0001262581,0.0006632921,0.00001574373,0.004930238],"genre_scores_gemma":[0.9862903,0.01177233,0.0006055002,0.0001937868,0.00001857034,0.00004948691,0.0003987354,0.000005428751,0.0006659796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333008,"threshold_uncertainty_score":0.02650499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1270031729264433,"score_gpt":0.5583133220364129,"score_spread":0.4313101491099696,"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."}}