{"id":"W4409282669","doi":"10.3390/curroncol32040216","title":"Using Invitation Letters to Increase HPV Vaccination Among Adult Women","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"CancerCare Manitoba Foundation","keywords":"Medicine; Vaccination; Immunization; Family medicine; Intervention (counseling); Immunization program; Demography; Immunology; Antibody; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.002255923,0.0004281266,0.0003936838,0.000511255,0.000295504,0.0003208365,0.0004872685,0.0007081426,0.007364794],"category_scores_gemma":[0.007874322,0.0001713564,0.0003958742,0.0002561559,0.0001949343,0.0003130334,0.0004457144,0.0005447299,0.001639187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00047607,"about_ca_system_score_gemma":0.0009380012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002414996,"about_ca_topic_score_gemma":0.002778352,"domain_scores_codex":[0.9984962,0.0009671873,0.00007471232,0.00008694812,0.0002082664,0.0001666543],"domain_scores_gemma":[0.9977724,0.001183412,0.0004853564,0.0001014162,0.0001741485,0.0002831636],"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":[0.01601624,0.03896036,0.1098506,0.003253007,0.000312821,0.0003762436,0.002663534,0.001078202,0.007277356,0.0003411382,0.01783206,0.8020383],"study_design_scores_gemma":[0.02023529,0.2248589,0.6543998,0.00224951,0.001395862,0.001142335,0.002051154,0.006165623,0.01662194,0.001192329,0.06956177,0.0001255242],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822783,0.002100253,0.001850206,0.002753749,0.0003873487,0.001896988,0.0003674056,0.0005145758,0.007851042],"genre_scores_gemma":[0.9814896,0.001348908,0.008479374,0.001942174,0.0003420968,0.0018738,0.0002863712,0.00002067458,0.004217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007364794,"threshold_uncertainty_score":0.02463764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121895250110668,"score_gpt":0.4840333430475792,"score_spread":0.3718438180365125,"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."}}