{"id":"W4409767882","doi":"10.2147/ahmt.s500527","title":"Exploring Predictors of HPV Vaccination Decisions: A Stage-Based Study on Chinese Parents of Girls","year":2025,"lang":"en","type":"article","venue":"Adolescent Health Medicine and Therapeutics","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Vaccination; Family medicine; Stage (stratigraphy); Human papillomavirus; Pediatrics; Demography; Oncology; Internal medicine; Virology","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":[0.0007900752,0.0002538556,0.0002243809,0.0004265625,0.0006742358,0.0004540789,0.0002642389,0.0003292114,0.00121887],"category_scores_gemma":[0.002214325,0.0002266787,0.0005533593,0.0006307804,0.0002934388,0.0003962432,0.0003556191,0.0003518949,0.0001118853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005864498,"about_ca_system_score_gemma":0.0007554042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03049417,"about_ca_topic_score_gemma":0.02914238,"domain_scores_codex":[0.9996777,0.00009467536,0.00003615347,0.00005854961,0.00005823409,0.00007480458],"domain_scores_gemma":[0.9989585,0.0001886958,0.0004701341,0.00008242196,0.0001134385,0.0001867329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002365752,0.000019581,0.9986374,0.000004140823,0.000008651824,0.00004110141,0.0006782635,0.000007250576,0.00007303295,0.000006452838,0.00001843369,0.0004821117],"study_design_scores_gemma":[0.000002501032,0.00005803713,0.9985033,0.000005868159,0.000009626437,0.00005255307,0.001176032,0.00008445609,0.00003123463,0.000009401559,0.00006515403,0.000001946296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997936,0.00002974929,0.0000194082,0.00001424936,0.000001106589,0.000007768513,0.00005499386,2.634405e-7,0.00007885158],"genre_scores_gemma":[0.9997774,0.00003316795,0.00003264489,0.000009619179,9.959676e-7,0.000008972818,0.00007791004,3.343756e-7,0.0000590379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03049417,"threshold_uncertainty_score":0.06063336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2592232270681463,"score_gpt":0.4671688502428392,"score_spread":0.207945623174693,"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."}}