{"id":"W4402658324","doi":"10.1186/s41256-024-00380-z","title":"Accelerating HPV vaccination in Africa for health equity","year":2024,"lang":"en","type":"article","venue":"Global Health Research and Policy","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Vaccination; Medicine; Cervical cancer; Public health; Immunization; Disease; Environmental health; Disease burden; Immunology; Cancer; Population; Internal medicine","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":[0.007555389,0.0005344342,0.0005831303,0.001033381,0.001594599,0.004396559,0.001128241,0.007365352,0.01819973],"category_scores_gemma":[0.03345083,0.0002315166,0.001140246,0.0007610469,0.002097401,0.007594292,0.002900546,0.008457366,0.002444006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004083039,"about_ca_system_score_gemma":0.01371626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009888694,"about_ca_topic_score_gemma":0.01289223,"domain_scores_codex":[0.9961164,0.002172189,0.0002248082,0.0002322587,0.0005797052,0.0006746533],"domain_scores_gemma":[0.9882894,0.006996657,0.0008249247,0.0003125961,0.002335876,0.001240523],"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":[0.000115605,0.0000551713,0.001946773,0.002539695,0.0000967738,0.0003731383,0.001388533,0.0004468085,0.000442479,0.1060011,0.6579431,0.2286508],"study_design_scores_gemma":[0.00005382962,0.00007970705,0.001656605,0.005873692,0.00007115865,0.000222492,0.001183596,0.0002501786,0.0002561466,0.03775342,0.9525724,0.0000267231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007694685,0.07575373,0.0005202355,0.8902143,0.0213443,0.00003209377,0.00008098307,0.00002893621,0.01125589],"genre_scores_gemma":[0.06564232,0.2042613,0.003829533,0.6371329,0.06543662,0.0001603086,0.000159918,0.00007906804,0.02329803],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01819973,"threshold_uncertainty_score":0.06088418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4177196697039154,"score_gpt":0.6400494164775432,"score_spread":0.2223297467736278,"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."}}