{"id":"W4402906569","doi":"10.1186/s12905-024-03377-5","title":"Global parental acceptance, attitudes, and knowledge regarding human papillomavirus vaccinations for their children: a systematic literature review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"BMC Women s Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Technische Universität München","keywords":"Medicine; Vaccination; Meta-analysis; Human papillomavirus; Demography; Subgroup analysis; Scopus; Systematic review; Family medicine; MEDLINE; Gynecology; Internal medicine; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002023929,0.000616374,0.008712618,0.0004384639,0.0003191991,0.0002365083,0.0002197545,0.0002129398,0.0003290773],"category_scores_gemma":[0.0001186752,0.0003516026,0.001863104,0.002243271,0.00004173555,0.00007936922,0.0002048262,0.000484692,0.00001020563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074786,"about_ca_system_score_gemma":0.0008646658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001878678,"about_ca_topic_score_gemma":0.0004938193,"domain_scores_codex":[0.9962512,0.0005647889,0.001291563,0.0009382282,0.0003368341,0.000617375],"domain_scores_gemma":[0.9978852,0.0002304121,0.0003860331,0.0006818841,0.0002175967,0.0005989078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000007211228,0.00008488447,0.00005825772,0.9319925,0.04411433,0.000002684722,0.0001604709,8.414811e-9,1.025964e-9,0.0006205635,0.00214686,0.02081228],"study_design_scores_gemma":[0.0009001582,0.0004710953,0.001059153,0.0978069,0.7234194,0.0003245829,0.0000809125,0.000004797127,5.27068e-9,0.0001243972,0.1752291,0.0005795325],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001688544,0.988975,0.00002298816,0.0001775269,0.00003915819,0.008180497,0.001990848,0.00006475328,0.0005475343],"genre_scores_gemma":[0.0002528037,0.9926473,0.0001072531,0.0004103338,0.0001813538,0.004002191,0.0007881611,0.00005586344,0.00155471],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8341855,"threshold_uncertainty_score":0.9998936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.140738366602034,"score_gpt":0.4851741065837429,"score_spread":0.3444357399817089,"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."}}