{"id":"W4399022703","doi":"10.1016/j.vaccine.2024.05.042","title":"Exploration of individual socioeconomic and health-related characteristics associated with human papillomavirus vaccination initiation and vaccination series completion among adult females: A comprehensive systematic evidence review with meta-analysis","year":2024,"lang":"en","type":"review","venue":"Vaccine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Meta-analysis; Vaccination; Socioeconomic status; Human papillomavirus; Medicine; Series (stratigraphy); Biology; Immunology; Environmental health; 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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00820237,0.002529698,0.01313427,0.004641745,0.0005637374,0.003073322,0.001832089,0.002248665,0.004827377],"category_scores_gemma":[0.0227056,0.001708433,0.03478587,0.005806189,0.0006706543,0.001688963,0.001934171,0.0019553,0.0003855654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00212564,"about_ca_system_score_gemma":0.004539623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217262,"about_ca_topic_score_gemma":0.03637509,"domain_scores_codex":[0.9953272,0.001473831,0.001828761,0.0006135685,0.000514074,0.0002424262],"domain_scores_gemma":[0.9892344,0.007588391,0.002039832,0.000355894,0.0006175372,0.0001638645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001050165,0.00004188042,0.00691661,0.3900699,0.5881037,0.00008873461,0.0001016529,0.0002345743,0.0002216945,0.00008323842,0.0004478891,0.01264003],"study_design_scores_gemma":[0.0003496382,0.0001501613,0.005250901,0.02553143,0.9670154,0.0000594811,0.00005585649,0.00006755839,0.00006254754,0.0000943812,0.001341794,0.00002082719],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004697694,0.9939772,0.0003264892,0.0001013135,0.00009870774,0.0001578139,0.0004794168,0.00001773243,0.0001436008],"genre_scores_gemma":[0.1488456,0.8464314,0.002049849,0.0009282989,0.0001351497,0.0005093641,0.0007283745,0.00002789861,0.0003440689],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9868657,"threshold_uncertainty_score":0.04337883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2900225493375024,"score_gpt":0.4277008005523235,"score_spread":0.1376782512148211,"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."}}