{"id":"W4394888162","doi":"10.7759/cureus.58427","title":"The Saudi Population's Knowledge and Attitude Towards Human Papillomavirus (HPV) Infection and Its Vaccination","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Human papillomavirus; Vaccination; Virology; HPV infection; Population; Medicine; Cervical cancer; Environmental health; Internal medicine; Cancer","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":[0.0005568113,0.0001961391,0.0001768746,0.0004896919,0.0004149752,0.0007933665,0.0001902085,0.0004414364,0.003384115],"category_scores_gemma":[0.002563494,0.0001096147,0.0002856592,0.000430192,0.000301317,0.0005847,0.0004108382,0.0003671472,0.0004791206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004207757,"about_ca_system_score_gemma":0.0005905519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0169071,"about_ca_topic_score_gemma":0.01255338,"domain_scores_codex":[0.9996635,0.0000738743,0.00003688177,0.00002755055,0.0001228308,0.00007540459],"domain_scores_gemma":[0.9989327,0.0001840334,0.0003794298,0.00003420202,0.0002988534,0.0001708145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009038966,0.000117093,0.9799157,0.00009795988,0.00004050336,0.0002544186,0.004542954,0.00004733174,0.0005665318,0.00008670591,0.0005768717,0.01366355],"study_design_scores_gemma":[0.000006179665,0.0002387195,0.9865096,0.0001114685,0.00003812375,0.0006649499,0.009678005,0.0001889068,0.0001272904,0.00007457921,0.002350055,0.00001217003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975086,0.0004216289,0.00001971218,0.0003133627,0.00001052215,0.000006279545,0.0001255148,0.000001194828,0.001593201],"genre_scores_gemma":[0.99905,0.0004278485,0.00002451246,0.00009207224,0.000009680725,0.000003789989,0.00006695485,4.525435e-7,0.0003248258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0169071,"threshold_uncertainty_score":0.03361738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04669947623319672,"score_gpt":0.4070225330726376,"score_spread":0.3603230568394409,"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."}}