{"id":"W4210645161","doi":"10.1155/2022/8294058","title":"Health Care System View of Human Papilloma Virus (HPV) Vaccine Acceptability by Emirati Men","year":2022,"lang":"en","type":"article","venue":"Computational and Mathematical Methods in Medicine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hashemite University; United Arab Emirates University; University of Jordan; Concordia University","keywords":"Vaccination; Cervical cancer; Medicine; Family medicine; HPV infection; Demography; Gynecology; Cancer; Immunology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002612478,0.0001528312,0.0009896937,0.0001388855,0.0001707676,0.00000474884,0.0001304179,0.00004124354,0.005461147],"category_scores_gemma":[0.0003493022,0.0001126319,0.00005932464,0.0004022259,0.0001580731,0.00002635337,0.0001992521,0.0003775787,0.000001479352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000287316,"about_ca_system_score_gemma":0.0001362243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001417429,"about_ca_topic_score_gemma":0.000005188002,"domain_scores_codex":[0.9971719,0.000707399,0.0008504202,0.0003202253,0.0007094341,0.0002406661],"domain_scores_gemma":[0.9982072,0.001023912,0.0001359368,0.0002092039,0.0001763414,0.0002473733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006302274,0.0009876547,0.00236129,0.0249643,0.0001483609,0.00002953966,0.009117148,0.00009047211,0.002283676,0.06920994,0.007520326,0.8826571],"study_design_scores_gemma":[0.04467705,0.02241925,0.3940646,0.002329482,0.0006922775,0.0009336479,0.07696296,0.07250772,0.003153349,0.355498,0.02510422,0.001657435],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1499459,0.1094655,0.5633766,0.04378725,0.0005708188,0.009681567,0.0004490586,0.000421806,0.1223015],"genre_scores_gemma":[0.8783097,0.00008563983,0.119622,0.001308625,0.0001309566,0.0002211032,0.0001829729,0.00003066015,0.000108316],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8809996,"threshold_uncertainty_score":0.995448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07155271424807466,"score_gpt":0.4917857295951842,"score_spread":0.4202330153471096,"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."}}